Live

Strategy dashboard for realized performance, live exposure, timeframe flow, and gate diagnostics
Equity
$48,972
Buying Power
$158,870
Open Risk
8.59%
Available Risk $
$691
Allocated Risk $
$3,518
Daily P&L
-0.66%
-$323
Drawdown
13.11%
Trade Lifecycle
TradingView alert to ML, allocation, execution, and outcome
50
Candidates
17
ML Approved
33
ML Rejected
25
Allocation Approved
25
Allocation Rejected
33
Orders Submitted
0
Orders Filled
50
Closed Outcomes
Allocations
Policy-sized decisions and TradeStation execution state. Expand a row for full allocation details.
Date Allocation Timeframe Decision Actual / Intended Shares Actual / Intended Risk Cal P Execution Ledger
Sep 15, 26 PSX open_long 60 reduced 5 / 5 $61 / $61 55.19% close submitted closed
Risk %0.13%
Intended Risk %0.13%
Intended Shares5
Intended Risk $$61
Raw P70.77%
Cal P55.19%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0299
Legacy Kelly Risk1.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$1,315
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.19%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,862
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.4141
Dist Stopout49.61%
Order ID971320128
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 15, 26
{
  "signalId": "DDV1_BATS_PSX_60_L_1789482600000",
  "symbol": "PSX",
  "timeframe": "60",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_intraday_60m_child3_plus_prior_path_train_first_80pct_test_holdout_last_20pct",
  "rawProbability": 0.70767777,
  "calibratedProbability": 0.55191944,
  "decision": "reduced",
  "approved": true,
  "finalShares": 5,
  "finalRiskPct": 0.00125,
  "allowedRiskDollars": 61.128539499999995,
  "intendedShares": 5,
  "intendedRiskPct": 0.00125,
  "intendedRiskDollars": 61.128539499999995,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.0298543607244949,
  "legacyKellyFraction": 0.10383889,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.004,
  "maxNotionalPct": 0.08,
  "notionalBeforeCaps": 1314.85,
  "notionalAfterCaps": 1314.85,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9919103909109104,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.004,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 53862,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 1,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_PSX_60_L_1789392600000",
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    "DDV1_BATS_DDOG_60_L_1785763800000",
    "DDV1_BATS_MCO_60_L_1787927400000",
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    "DDV1_BATS_ICE_60_L_1788442200000",
    "DDV1_BATS_DDOG_60_L_1784554200000",
    "DDV1_BATS_BMY_60_L_1785861000000",
    "DDV1_BATS_CSX_60_L_1787751000000",
    "DDV1_BATS_AAPL_60_L_1788543000000",
    "DDV1_BATS_MPC_60_L_1789054200000",
    "DDV1_BATS_PSX_60_L_1789050600000",
    "DDV1_BATS_BLK_60_L_1785763800000",
    "DDV1_BATS_PSX_60_L_1789133400000",
    "DDV1_BATS_SCHW_60_L_1787319000000",
    "DDV1_BATS_AVGO_60_L_1786383000000",
    "DDV1_BATS_AVGO_60_L_1786109400000",
    "DDV1_BATS_MS_60_L_1788877800000",
    "DDV1_BATS_USO_60_L_1788442200000",
    "DDV1_BATS_MA_60_L_1785515400000",
    "DDV1_BATS_MDB_60_L_1786555800000",
    "DDV1_BATS_XOM_60_L_1787319000000",
    "DDV1_BATS_RTX_60_L_1786465800000",
    "DDV1_BATS_TGT_60_L_1784313000000",
    "DDV1_BATS_TGT_60_L_1785871800000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_PSX_60_L_1789392600000",
    "DDV1_BATS_DDOG_60_L_1785763800000",
    "DDV1_BATS_MCO_60_L_1787927400000",
    "DDV1_BATS_KO_60_L_1787679000000",
    "DDV1_BATS_AAPL_60_L_1788543000000",
    "DDV1_BATS_MPC_60_L_1789054200000",
    "DDV1_BATS_SHOP_60_L_1786120200000",
    "DDV1_BATS_CME_60_L_1787927400000",
    "DDV1_BATS_MPC_60_L_1787059800000",
    "DDV1_BATS_BMY_60_L_1785767400000",
    "DDV1_BATS_SLB_60_L_1787326200000",
    "DDV1_BATS_NET_60_L_1786984200000",
    "DDV1_BATS_BAC_60_L_1785418200000",
    "DDV1_BATS_TRV_60_L_1785245400000",
    "DDV1_BATS_MPC_60_L_1787754600000",
    "DDV1_BATS_TEAM_60_L_1786627800000",
    "DDV1_BATS_VLO_60_L_1787592600000",
    "DDV1_BATS_ACN_60_L_1788280200000",
    "DDV1_BATS_AON_60_L_1784572200000",
    "DDV1_BATS_SNPS_60_L_1786714200000",
    "DDV1_BATS_MSFT_60_L_1786465800000",
    "DDV1_BATS_UNP_60_L_1787848200000",
    "DDV1_BATS_AMGN_60_L_1786545000000",
    "DDV1_BATS_GOOGL_60_L_1785936600000",
    "DDV1_BATS_GLD_60_L_1786541400000",
    "DDV1_BATS_CME_60_L_1784917800000",
    "DDV1_BATS_SHOP_60_L_1786627800000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.4140926275169094,
  "distributionStopoutRate": 0.49607525860875407,
  "rejectionReasons": [],
  "reductionReasons": [
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-15T16:30:15.600Z",
  "brokerOrderId": "971320128",
  "submittedQuantity": 5,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 264.2,
  "slippagePct": null,
  "exitPrice": 264.2,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-15T16:30:00.000Z",
  "decidedAt": "2026-09-15T15:30:23.528Z"
}
Sep 15, 26 MPC open_long 60 reduced 2 / 2 $61 / $61 55.28% close submitted closed
Risk %0.13%
Intended Risk %0.13%
Intended Shares2
Intended Risk $$61
Raw P71.11%
Cal P55.28%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0928
Legacy Kelly Risk1.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$802
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.3%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.1%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,865
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0375
Dist Stopout26.34%
Order ID971306705
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 15, 26
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  "signalId": "DDV1_BATS_MPC_60_L_1789479000000",
  "symbol": "MPC",
  "timeframe": "60",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_intraday_60m_child3_plus_prior_path_train_first_80pct_test_holdout_last_20pct",
  "rawProbability": 0.71106242,
  "calibratedProbability": 0.55276561,
  "decision": "reduced",
  "approved": true,
  "finalShares": 2,
  "finalRiskPct": 0.00125,
  "allowedRiskDollars": 61.14446,
  "intendedShares": 2,
  "intendedRiskPct": 0.00125,
  "intendedRiskDollars": 61.14446,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.09275587153781782,
  "legacyKellyFraction": 0.10553121,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.004,
  "maxNotionalPct": 0.08,
  "notionalBeforeCaps": 802.3,
  "notionalAfterCaps": 802.3,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9929709279925262,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.001,
  "transitionMaxRiskPct": 0.004,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 53865,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_MRNA_60_L_1783445400000",
    "DDV1_BATS_MDT_60_L_1787326200000",
    "DDV1_BATS_AAPL_60_L_1784647800000",
    "DDV1_BATS_BKNG_60_L_1786109400000",
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    "DDV1_BATS_ICE_60_L_1787671800000",
    "DDV1_BATS_MELI_60_L_1787664600000",
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    "DDV1_BATS_CME_60_L_1784917800000",
    "DDV1_BATS_MPC_60_L_1784813400000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineConfidence": 1,
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    "DDV1_BATS_VRTX_60_L_1788201000000",
    "DDV1_BATS_NEM_60_L_1786473000000",
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    "DDV1_BATS_AON_60_L_1784572200000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.037484065594438475,
  "distributionStopoutRate": 0.26335086060459817,
  "rejectionReasons": [],
  "reductionReasons": [
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-15T15:30:16.286Z",
  "brokerOrderId": "971306705",
  "submittedQuantity": 2,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 406.25,
  "slippagePct": null,
  "exitPrice": 406.25,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-15T15:30:00.000Z",
  "decidedAt": "2026-09-15T14:30:27.868Z"
}
Sep 15, 26 MANH open_long D reduced 11 / 11 $246 / $246 57.57% entry submitted + protective stop active open
Risk %0.5%
Intended Risk %0.5%
Intended Shares11
Intended Risk $$246
Raw P80.3%
Cal P57.57%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0158
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$2,286
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk1%
Confidence99.15%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,620
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.2603
Dist Stopout13.47%
Order ID971257363
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_MANH_D_L_1789392600000",
  "symbol": "MANH",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.8029894,
  "calibratedProbability": 0.57574735,
  "decision": "reduced",
  "approved": true,
  "finalShares": 11,
  "finalRiskPct": 0.005,
  "allowedRiskDollars": 246.05315,
  "intendedShares": 11,
  "intendedRiskPct": 0.005,
  "intendedRiskDollars": 246.05315,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.015810375331091864,
  "legacyKellyFraction": 0.1514947,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 2285.8,
  "notionalAfterCaps": 2285.8,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09914723718849268,
  "confidenceMultiplier": 0.9914723718849268,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
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  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35620,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_ARMK_D_L_1784727000000",
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  ],
  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_LLY_D_L_1784813400000",
    "DDV1_BATS_WTW_D_L_1788355800000",
    "DDV1_BATS_TWLO_D_L_1787319000000",
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  "distributionExpectedR": 0.2603110074642085,
  "distributionStopoutRate": 0.13470096483108038,
  "rejectionReasons": [],
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  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-15T13:31:59.524Z",
  "brokerOrderId": "971257363",
  "submittedQuantity": 11,
  "filledQuantity": null,
  "avgFillPrice": null,
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  "slippagePct": null,
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  "decidedAt": "2026-09-15T13:31:58.890Z"
}
Sep 15, 26 MDT open_long D reduced 9 / 9 $62 / $62 57.95% entry submitted + protective stop active open
Risk %0.13%
Intended Risk %0.13%
Intended Shares9
Intended Risk $$62
Raw P81.78%
Cal P57.95%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1146
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$843
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.48%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,620
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1802
Dist Stopout38.93%
Order ID971257138
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
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  "symbol": "MDT",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.81780222,
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  "approved": true,
  "finalShares": 9,
  "finalRiskPct": 0.00125,
  "allowedRiskDollars": 61.5370475,
  "intendedShares": 9,
  "intendedRiskPct": 0.00125,
  "intendedRiskDollars": 61.5370475,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.11460826933720472,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 843.21,
  "notionalAfterCaps": 843.21,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
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  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9948414323187044,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35620,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_MA_D_L_1784899800000",
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    "DDV1_BATS_ATR_D_L_1787319000000",
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    "DDV1_BATS_ADAM_D_L_1783603800000",
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    "DDV1_BATS_PLTR_D_L_1787751000000",
    "DDV1_BATS_BAX_D_L_1784640600000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_SLGN_D_L_1784899800000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_LLY_D_L_1784813400000",
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    "DDV1_BATS_WTW_D_L_1788355800000",
    "DDV1_BATS_DBX_D_L_1788355800000",
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    "DDV1_BATS_BEN_D_L_1788442200000",
    "DDV1_BATS_SLB_D_L_1783431000000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.18018331859095288,
  "distributionStopoutRate": 0.389282222541298,
  "rejectionReasons": [],
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  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-15T13:31:54.050Z",
  "brokerOrderId": "971257138",
  "submittedQuantity": 9,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 93.69,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-15T13:31:38.240Z"
}
Sep 15, 26 TEAM open_long D reduced 1 / 1 $62 / $62 57.72% entry submitted + protective stop active open
Risk %0.13%
Intended Risk %0.13%
Intended Shares1
Intended Risk $$62
Raw P80.87%
Cal P57.72%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.1569
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$187
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.47%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,620
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.3467
Dist Stopout40.14%
Order ID971257137
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
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  "symbol": "TEAM",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80867033,
  "calibratedProbability": 0.57716758,
  "decision": "reduced",
  "approved": true,
  "finalShares": 1,
  "finalRiskPct": 0.00125,
  "allowedRiskDollars": 61.5370475,
  "intendedShares": 1,
  "intendedRiskPct": 0.00125,
  "intendedRiskDollars": 61.5370475,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.15692722519985594,
  "legacyKellyFraction": 0.15433517,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 187.15,
  "notionalAfterCaps": 187.15,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9947164013172342,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35620,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
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    "DDV1_BATS_MIDD_D_L_1783603800000",
    "DDV1_BATS_USB_D_L_1786541400000",
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    "DDV1_BATS_VLY_D_L_1784640600000",
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    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_WTW_D_L_1788355800000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_CROX_D_L_1785763800000",
    "DDV1_BATS_HIMS_D_L_1784035800000",
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    "DDV1_BATS_ABNB_D_L_1787923800000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_CART_D_L_1788355800000",
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    "DDV1_BATS_ATR_D_L_1787319000000",
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    "DDV1_BATS_THC_D_L_1787751000000",
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    "DDV1_BATS_WTW_D_L_1788355800000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_CROX_D_L_1785763800000",
    "DDV1_BATS_HIMS_D_L_1784035800000",
    "DDV1_BATS_COTY_D_L_1788355800000",
    "DDV1_BATS_ABNB_D_L_1787923800000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_TECH_D_L_1789133400000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_CRWD_D_L_1785245400000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_ACA_D_L_1787837400000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.346688168144418,
  "distributionStopoutRate": 0.40135433201145787,
  "rejectionReasons": [],
  "reductionReasons": [
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  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-15T13:31:54.049Z",
  "brokerOrderId": "971257137",
  "submittedQuantity": 1,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 187.15,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-15T13:31:37.551Z"
}
Sep 15, 26 TTWO open_long D reduced 3 / 3 $62 / $62 58.67% entry submitted + protective stop active open
Risk %0.13%
Intended Risk %0.13%
Intended Shares3
Intended Risk $$62
Raw P84.66%
Cal P58.67%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1647
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$661
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence98.92%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,620
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0607
Dist Stopout21.9%
Order ID971257033
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_TTWO_D_L_1789392600000",
  "symbol": "TTWO",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.84663263,
  "calibratedProbability": 0.58665816,
  "decision": "reduced",
  "approved": true,
  "finalShares": 3,
  "finalRiskPct": 0.00125,
  "allowedRiskDollars": 61.51697875,
  "intendedShares": 3,
  "intendedRiskPct": 0.00125,
  "intendedRiskDollars": 61.51697875,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
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  "signalExpectedR": 0.16473800936768393,
  "legacyKellyFraction": 0,
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  "timeframeFixedRiskPct": 0.005,
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  "notionalBeforeCaps": 660.72,
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  "notionalCapApplied": false,
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  "rawDistributionalKellyPct": 0,
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  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35620,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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  "distributionBaselineConfidence": 1,
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  "submittedAt": "2026-09-15T13:31:45.025Z",
  "brokerOrderId": "971257033",
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}
Sep 15, 26 ABBV open_long D reduced 2 / 2 $61 / $61 60.04% entry submitted + protective stop active open
Risk %0.13%
Intended Risk %0.13%
Intended Shares2
Intended Risk $$61
Raw P90.18%
Cal P60.04%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0038
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$520
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.71%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,619
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.2911
Dist Stopout29.8%
Order ID971256692
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
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  "symbol": "ABBV",
  "timeframe": "D",
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    "DDV1_BATS_CRWD_D_L_1787837400000",
    "DDV1_BATS_UNH_D_L_1785245400000",
    "historical:daily_weekly_frozen_live_v2:13902",
    "historical:daily_weekly_frozen_live_v2:27413",
    "historical:daily_weekly_frozen_live_v2:8044",
    "historical:daily_weekly_frozen_live_v2:22086",
    "historical:daily_weekly_frozen_live_v2:32053"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.2911011842321894,
  "distributionStopoutRate": 0.2979957003116195,
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  "submittedAt": "2026-09-15T13:31:36.899Z",
  "brokerOrderId": "971256692",
  "submittedQuantity": 2,
  "filledQuantity": null,
  "avgFillPrice": null,
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  "slippagePct": null,
  "exitPrice": null,
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  "allocationStatus": "open",
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  "decidedAt": "2026-09-15T13:31:15.743Z"
}
Sep 15, 26 ADP open_long D reduced 3 / 3 $62 / $62 57.62% entry submitted + protective stop active open
Risk %0.13%
Intended Risk %0.13%
Intended Shares3
Intended Risk $$62
Raw P80.48%
Cal P57.62%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0333
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$822
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.75%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,618
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0015
Dist Stopout23.55%
Order ID971255839
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
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  "symbol": "ADP",
  "timeframe": "D",
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  "finalRiskPct": 0.00125,
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  "intendedShares": 3,
  "intendedRiskPct": 0.00125,
  "intendedRiskDollars": 61.522985,
  "allocationPolicy": "distributional_kelly",
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  "timeframeFixedRiskPct": 0.005,
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  "notionalBeforeCaps": 821.88,
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  "distributionSampleSize": 30,
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    "DDV1_BATS_TECH_D_L_1788355800000",
    "DDV1_BATS_ATR_D_L_1787319000000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_CART_D_L_1788355800000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_IRT_D_L_1787578200000",
    "DDV1_BATS_ADP_D_L_1786627800000",
    "DDV1_BATS_SPY_D_L_1785418200000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.001490566160901029,
  "distributionStopoutRate": 0.23550850862423903,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-15T13:30:38.268Z",
  "brokerOrderId": "971255839",
  "submittedQuantity": 3,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 273.96,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-15T13:30:37.807Z"
}
Sep 15, 26 TRU open_long D reduced 32 / 32 $246 / $246 58.28% entry submitted + protective stop active open
Risk %0.5%
Intended Risk %0.5%
Intended Shares32
Intended Risk $$246
Raw P83.1%
Cal P58.28%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.1122
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$2,486
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk1%
Confidence99.7%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,615
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.2054
Dist Stopout13.06%
Order ID971255807
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_TRU_D_L_1789392600000",
  "symbol": "TRU",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.8310264,
  "calibratedProbability": 0.5827566,
  "decision": "reduced",
  "approved": true,
  "finalShares": 32,
  "finalRiskPct": 0.005,
  "allowedRiskDollars": 246.14094000000003,
  "intendedShares": 32,
  "intendedRiskPct": 0.005,
  "intendedRiskDollars": 246.14094000000003,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.11215857548220204,
  "legacyKellyFraction": 0.1655132,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 2486.4,
  "notionalAfterCaps": 2486.4,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09970246684605463,
  "confidenceMultiplier": 0.9970246684605463,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35615,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
    "DDV1_BATS_BBY_D_L_1788355800000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_INCY_D_L_1784899800000",
    "DDV1_BATS_CNO_D_L_1784899800000",
    "DDV1_BATS_MAR_D_L_1782999000000",
    "DDV1_BATS_CNC_D_L_1785763800000",
    "DDV1_BATS_BEN_D_L_1788442200000",
    "DDV1_BATS_AMRX_D_L_1786714200000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_BAX_D_L_1784640600000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_ABNB_D_L_1787923800000",
    "DDV1_BATS_PNC_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_COTY_D_L_1785850200000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_WFC_D_L_1785159000000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_WEX_D_L_1784813400000",
    "DDV1_BATS_PFGC_D_L_1786023000000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_COLM_D_L_1783344600000"
  ],
  "distributionSelectedSampleWeights": [
    0.727192399072469,
    0.7186707109479024,
    0.7155348292099446,
    0.7119851719717999,
    0.6899948981849089,
    0.6811190040228227,
    0.6630820531137999,
    0.6463951878672831,
    0.6358254301388206,
    0.6355418409929062,
    0.6345081215258542,
    0.6339492310422237,
    0.6328063466762427,
    0.6309173874996663,
    0.6296771871868244,
    0.6292195028672021,
    0.6286772350908731,
    0.627750564846549,
    0.6273580412419979,
    0.6232547219041854,
    0.6222019784757606,
    0.6209682620895486,
    0.6189839718816731,
    0.6178661455876686,
    0.616872337930651,
    0.612413774543432,
    0.6114144358632114,
    0.6109006997239711,
    0.6107689325095217,
    0.6071422502880885
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_BBY_D_L_1788355800000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_BEN_D_L_1788442200000",
    "DDV1_BATS_AMRX_D_L_1786714200000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_BAX_D_L_1784640600000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_ABNB_D_L_1787923800000",
    "DDV1_BATS_PNC_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_COTY_D_L_1785850200000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_WFC_D_L_1785159000000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_WEX_D_L_1784813400000",
    "DDV1_BATS_PFGC_D_L_1786023000000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_COLM_D_L_1783344600000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_IRT_D_L_1787578200000",
    "DDV1_BATS_HLT_D_L_1782999000000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.20538934440959974,
  "distributionStopoutRate": 0.13058552315476202,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-15T13:30:37.817Z",
  "brokerOrderId": "971255807",
  "submittedQuantity": 32,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 77.7,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-15T13:30:25.745Z"
}
Sep 14, 26 BK open_long D rejected 0 / 0 $0 / $0 60.51% not submitted consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P92.05%
Cal P60.51%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.3208
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.45%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,613
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.2141
Dist Stopout30.77%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_TSX_DLY_BK_D_L_1789133400000",
  "symbol": "BK",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.92045724,
  "calibratedProbability": 0.60511431,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.3207645659776278,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9944779184548819,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35613,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
    "DDV1_BATS_IRT_D_L_1787578200000",
    "DDV1_BATS_ACMR_D_L_1784640600000",
    "DDV1_BATS_SNDK_D_L_1783603800000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_CROX_D_L_1785763800000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_AMRX_D_L_1786714200000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_SPY_D_L_1785418200000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_COLM_D_L_1783344600000",
    "DDV1_BATS_SAIA_D_L_1783949400000",
    "DDV1_BATS_AON_D_L_1785936600000",
    "DDV1_BATS_POR_D_L_1784727000000",
    "DDV1_BATS_STT_D_L_1785850200000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_HALO_D_L_1788355800000",
    "DDV1_TSX_DLY_BK_D_L_1787664600000",
    "DDV1_BATS_LLY_D_L_1786368600000",
    "DDV1_BATS_URI_D_L_1784813400000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "DDV1_BATS_GWW_D_L_1785159000000",
    "DDV1_BATS_CNC_D_L_1784295000000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_RS_D_L_1783949400000"
  ],
  "distributionSelectedSampleWeights": [
    0.8082829627688074,
    0.7864850587911278,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_STT_D_L_1785850200000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_HALO_D_L_1788355800000",
    "DDV1_TSX_DLY_BK_D_L_1787664600000",
    "DDV1_BATS_LLY_D_L_1786368600000",
    "DDV1_BATS_URI_D_L_1784813400000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "DDV1_BATS_GWW_D_L_1785159000000",
    "DDV1_BATS_AMN_D_L_1786109400000",
    "DDV1_BATS_UNH_D_L_1785245400000",
    "DDV1_BATS_AVT_D_L_1786973400000",
    "DDV1_BATS_KO_D_L_1785159000000",
    "DDV1_BATS_FTNT_D_L_1784035800000",
    "DDV1_BATS_USB_D_L_1786541400000",
    "DDV1_BATS_EXPE_D_L_1787578200000",
    "DDV1_BATS_YETI_D_L_1785850200000",
    "DDV1_BATS_AFG_D_L_1785936600000",
    "DDV1_BATS_MEDP_D_L_1787232600000",
    "DDV1_BATS_RGA_D_L_1786023000000",
    "DDV1_BATS_CNO_D_L_1784899800000",
    "DDV1_BATS_SAIC_D_L_1787837400000",
    "DDV1_BATS_CRWD_D_L_1787837400000",
    "DDV1_BATS_PBF_D_L_1787923800000",
    "DDV1_BATS_INCY_D_L_1784899800000",
    "DDV1_BATS_ADUS_D_L_1787059800000",
    "historical:daily_weekly_frozen_live_v2:24530",
    "historical:daily_weekly_frozen_live_v2:4033",
    "historical:daily_weekly_frozen_live_v2:34470",
    "historical:daily_weekly_frozen_live_v2:39206",
    "historical:daily_weekly_frozen_live_v2:6053"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.21409629420856974,
  "distributionStopoutRate": 0.3077036778818462,
  "rejectionReasons": [
    "consecutive_loss_stop_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-14T13:45:20.952Z"
}
Sep 14, 26 JAZZ open_long D rejected 0 / 0 $0 / $0 58.84% not submitted consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P85.38%
Cal P58.84%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.145
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.54%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,613
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0907
Dist Stopout22.95%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_JAZZ_D_L_1789133400000",
  "symbol": "JAZZ",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.85375759,
  "calibratedProbability": 0.5884394,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.14497404236424574,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.995444579164539,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35613,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
    "DDV1_BATS_ADUS_D_L_1788355800000",
    "DDV1_BATS_CART_D_L_1784554200000",
    "DDV1_BATS_DUOL_D_L_1786368600000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_BNY_D_L_1787319000000",
    "DDV1_BATS_STT_D_L_1785850200000",
    "DDV1_BATS_ILMN_D_L_1786455000000",
    "DDV1_TSX_DLY_BK_D_L_1784899800000",
    "DDV1_BATS_LAMR_D_L_1785850200000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_TWLO_D_L_1787319000000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_LLY_D_L_1784813400000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_HPQ_D_L_1787059800000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_HAS_D_L_1787578200000"
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  "distributionSelectedSampleWeights": [
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    0.8510195813647715,
    0.8137260821965385,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_ADUS_D_L_1788355800000",
    "DDV1_BATS_DUOL_D_L_1786368600000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_BNY_D_L_1787319000000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_TWLO_D_L_1787319000000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_LLY_D_L_1784813400000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_HPQ_D_L_1787059800000",
    "DDV1_BATS_ACA_D_L_1785418200000",
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    "DDV1_BATS_HAS_D_L_1787578200000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_PAYX_D_L_1787059800000",
    "DDV1_BATS_CSX_D_L_1787146200000",
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    "DDV1_BATS_YETI_D_L_1783603800000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.090744201492752,
  "distributionStopoutRate": 0.22953737619008754,
  "rejectionReasons": [
    "consecutive_loss_stop_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-14T13:31:03.389Z"
}
Sep 14, 26 TECH open_long D rejected 0 / 0 $0 / $0 58.91% TradingView exit received consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P85.66%
Cal P58.91%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0565
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.5%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,613
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.2654
Dist Stopout32.85%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_TECH_D_L_1789133400000",
  "symbol": "TECH",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.85655344,
  "calibratedProbability": 0.58913836,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.05648243190465818,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.995040285316137,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35613,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_TECH_D_L_1788355800000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_PFG_D_L_1787837400000",
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    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_TKR_D_L_1784035800000",
    "DDV1_BATS_RGA_D_L_1786023000000",
    "DDV1_BATS_HALO_D_L_1788355800000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_GWW_D_L_1785159000000",
    "DDV1_BATS_MMM_D_L_1787578200000",
    "DDV1_BATS_POR_D_L_1784727000000",
    "DDV1_BATS_PSA_D_L_1783949400000",
    "DDV1_BATS_PRU_D_L_1787578200000",
    "DDV1_BATS_FHN_D_L_1786455000000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_CFR_D_L_1787232600000",
    "DDV1_BATS_ATR_D_L_1787319000000",
    "DDV1_BATS_COR_D_L_1785936600000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_ESNT_D_L_1786109400000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_TECH_D_L_1788355800000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_TKR_D_L_1784035800000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_CFR_D_L_1787232600000",
    "DDV1_BATS_ATR_D_L_1787319000000",
    "DDV1_BATS_COR_D_L_1785936600000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_CART_D_L_1788355800000",
    "DDV1_BATS_AMCR_D_L_1788355800000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_OKTA_D_L_1784899800000",
    "DDV1_BATS_HLNE_D_L_1787146200000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.2653554736274015,
  "distributionStopoutRate": 0.32848268595760743,
  "rejectionReasons": [
    "consecutive_loss_stop_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-15T13:30:36.596Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 72.21,
  "slippagePct": null,
  "exitPrice": 72.28,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-14T13:30:52.598Z"
}
Sep 14, 26 VZ open_long D rejected 0 / 0 $0 / $0 59.95% TradingView exit received consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P89.8%
Cal P59.95%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1296
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.46%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,613
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.143
Dist Stopout29.45%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_VZ_D_L_1789133400000",
  "symbol": "VZ",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.8979736,
  "calibratedProbability": 0.5994934,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.12964627079790186,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9946121147068704,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35613,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_WTW_D_L_1784813400000",
    "DDV1_BATS_SAIC_D_L_1787837400000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_BATS_RGA_D_L_1786023000000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_ABNB_D_L_1787923800000",
    "DDV1_BATS_GWW_D_L_1785159000000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_EQH_D_L_1785159000000",
    "DDV1_BATS_MMM_D_L_1787578200000",
    "DDV1_BATS_SNA_D_L_1784727000000",
    "DDV1_BATS_PRU_D_L_1787578200000",
    "DDV1_BATS_CBSH_D_L_1784727000000",
    "DDV1_BATS_VLY_D_L_1784640600000",
    "DDV1_BATS_FFIN_D_L_1784899800000",
    "DDV1_BATS_FHN_D_L_1786455000000",
    "DDV1_BATS_DG_D_L_1786714200000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_KO_D_L_1785159000000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_CART_D_L_1788355800000",
    "DDV1_BATS_CNC_D_L_1784295000000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_AFG_D_L_1785936600000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_ABNB_D_L_1787923800000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_EQH_D_L_1785159000000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_CART_D_L_1788355800000",
    "DDV1_BATS_CNC_D_L_1784295000000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_BEN_D_L_1788442200000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_AMCR_D_L_1788355800000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_BNY_D_L_1787319000000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.14296134528097992,
  "distributionStopoutRate": 0.2945081423523694,
  "rejectionReasons": [
    "consecutive_loss_stop_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-15T13:30:36.268Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 50.94,
  "slippagePct": null,
  "exitPrice": 51.11,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-14T13:30:52.071Z"
}
Sep 14, 26 RSG open_long D rejected 0 / 0 $0 / $0 57.81% TradingView exit received consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P81.22%
Cal P57.81%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0484
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk1%
Confidence99.2%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,613
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0977
Dist Stopout20.62%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_RSG_D_L_1789133400000",
  "symbol": "RSG",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.81223082,
  "calibratedProbability": 0.5780577,
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  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
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  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
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  "signalExpectedR": 0.04839946525063734,
  "legacyKellyFraction": 0,
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  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09919698671730415,
  "confidenceMultiplier": 0.9919698671730414,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35613,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_ACA_D_L_1785418200000",
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    "DDV1_BATS_ARMK_D_L_1784727000000",
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    "DDV1_BATS_BAC_D_L_1786368600000",
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    "DDV1_TSX_DLY_BK_D_L_1784899800000",
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    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_PBF_D_L_1786023000000",
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    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
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    "DDV1_BATS_DUOL_D_L_1786368600000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_AAT_D_L_1784640600000",
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    "DDV1_BATS_ACA_D_L_1785418200000",
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.09765527770548947,
  "distributionStopoutRate": 0.20615198051347597,
  "rejectionReasons": [
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    "no_remaining_risk_budget",
    "shares_below_minimum"
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  "reductionReasons": [
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  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-15T13:30:19.235Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 225.48,
  "slippagePct": null,
  "exitPrice": 225.24,
  "realizedPnl": null,
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  "decidedAt": "2026-09-14T13:30:22.156Z"
}
Sep 11, 26 PSX open_long 60 rejected 0 / 0 $0 / $0 58.36% TradingView exit received consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P83.43%
Cal P58.36%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0051
Legacy Kelly Risk1.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence98.75%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,872
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.4084
Dist Stopout44.14%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
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  "symbol": "PSX",
  "timeframe": "60",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_intraday_60m_child3_plus_prior_path_train_first_80pct_test_holdout_last_20pct",
  "rawProbability": 0.83426656,
  "calibratedProbability": 0.58356664,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.005120298808042729,
  "legacyKellyFraction": 0.16713328,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.004,
  "maxNotionalPct": 0.08,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9875182269340349,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.004,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 53872,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_JD_60_L_1784554200000",
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    "DDV1_BATS_AAPL_60_L_1788460200000",
    "DDV1_BATS_ETN_60_L_1786037400000",
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    "DDV1_BATS_PSX_60_L_1787848200000",
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    "DDV1_BATS_VLO_60_L_1787319000000",
    "DDV1_BATS_SHOP_60_L_1786120200000",
    "DDV1_BATS_ZS_60_L_1787067000000",
    "DDV1_BATS_BMY_60_L_1785767400000",
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    "DDV1_BATS_AVGO_60_L_1786383000000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineConfidence": 1,
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    "DDV1_BATS_DDOG_60_L_1784554200000",
    "DDV1_BATS_T_60_L_1787923800000",
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    "DDV1_BATS_PSX_60_L_1787319000000",
    "DDV1_BATS_BABA_60_L_1784658600000",
    "DDV1_BATS_TEAM_60_L_1787322600000",
    "DDV1_BATS_MDT_60_L_1787326200000",
    "DDV1_BATS_TSLA_60_L_1787837400000",
    "DDV1_BATS_MRNA_60_L_1788463800000",
    "DDV1_BATS_MDB_60_L_1786735800000",
    "DDV1_BATS_LOW_60_L_1786455000000",
    "DDV1_BATS_CME_60_L_1784727000000",
    "DDV1_BATS_TGT_60_L_1787059800000",
    "historical:intraday_60m_frozen_child3:33910",
    "historical:intraday_60m_frozen_child3:20747"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.4083955504050521,
  "distributionStopoutRate": 0.4413560810709934,
  "rejectionReasons": [
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    "no_remaining_risk_budget",
    "shares_below_minimum"
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  "reductionReasons": [
    "drawdown_reduced_size"
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  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-11T15:30:20.098Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 262.86,
  "slippagePct": null,
  "exitPrice": 262.7,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-11T14:30:24.573Z"
}
Sep 10, 26 AMN open_long D rejected 0 / 0 $0 / $0 59.02% not submitted consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P86.1%
Cal P59.02%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0183
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk0%
Confidence99.69%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,611
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.211
Dist Stopout26.78%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_AMN_D_L_1788960600000",
  "symbol": "AMN",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.86095695,
  "calibratedProbability": 0.59023924,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
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  "legacyKellyFraction": 0,
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  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
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  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9968898256749328,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
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  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35611,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_ATR_D_L_1787319000000",
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    "DDV1_BATS_CART_D_L_1788355800000",
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    "DDV1_BATS_V_D_L_1787146200000",
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    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_HLNE_D_L_1787146200000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_ADUS_D_L_1788355800000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_ACMR_D_L_1784640600000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_CROX_D_L_1785763800000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_WTW_D_L_1788355800000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_OKTA_D_L_1784899800000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_XLF_D_L_1787578200000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.21095939415377746,
  "distributionStopoutRate": 0.2678098437581933,
  "rejectionReasons": [
    "consecutive_loss_stop_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-10T13:30:41.737Z"
}
Sep 10, 26 URI open_long D rejected 0 / 0 $0 / $0 59.54% not submitted consecutive_loss_stop_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P88.17%
Cal P59.54%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1144
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk1%
Confidence99.02%
Quarter Kelly1.49%
Kelly After Cap1%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,612
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.028
Dist Stopout19.65%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_URI_D_L_1788960600000",
  "symbol": "URI",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.88169184,
  "calibratedProbability": 0.59542296,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.11443924814601965,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.0597,
  "shrunkDistributionalKellyPct": 0.059113178527037895,
  "confidenceMultiplier": 0.9901704945902494,
  "quarterKellyRiskPct": 0.014925,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35612,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_SLB_D_L_1783431000000",
    "DDV1_TSX_DLY_BK_D_L_1787664600000",
    "DDV1_BATS_IRT_D_L_1787578200000",
    "DDV1_BATS_ACMR_D_L_1784640600000",
    "DDV1_BATS_HOG_D_L_1785763800000",
    "DDV1_BATS_PFG_D_L_1785245400000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_LRCX_D_L_1783517400000",
    "DDV1_BATS_CVS_D_L_1783949400000",
    "DDV1_BATS_HLNE_D_L_1787146200000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_TKR_D_L_1784035800000",
    "DDV1_BATS_EL_D_L_1782912600000",
    "DDV1_BATS_PSA_D_L_1783949400000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_CART_D_L_1788355800000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_OKTA_D_L_1784899800000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_ATR_D_L_1787319000000",
    "DDV1_BATS_UNH_D_L_1784295000000"
  ],
  "distributionSelectedSampleWeights": [
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    0.8055439673574608,
    0.8002822791664562,
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    0.7867706652886484,
    0.7195509448481894,
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    0.707211668368799,
    0.7013602837612677,
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    0.697789368893824,
    0.6959716309996394,
    0.6952373859187092,
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    0.6879861405171188,
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    0.6250114314119192,
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    0.6297245913522037,
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    0.6192129557704054,
    0.6178192561080631
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_SLB_D_L_1783431000000",
    "DDV1_BATS_IRT_D_L_1787578200000",
    "DDV1_BATS_ACMR_D_L_1784640600000",
    "DDV1_BATS_HOG_D_L_1785763800000",
    "DDV1_BATS_PFG_D_L_1785245400000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_LRCX_D_L_1783517400000",
    "DDV1_BATS_HLNE_D_L_1787146200000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_TKR_D_L_1784035800000",
    "DDV1_BATS_EL_D_L_1782912600000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_CART_D_L_1788355800000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_OKTA_D_L_1784899800000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_ATR_D_L_1787319000000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_COR_D_L_1785936600000",
    "DDV1_BATS_CROX_D_L_1785763800000",
    "DDV1_BATS_AAT_D_L_1784640600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.027984702459410763,
  "distributionStopoutRate": 0.19651271117672076,
  "rejectionReasons": [
    "consecutive_loss_stop_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-10T13:30:29.895Z"
}
Sep 9, 26 VNOM open_long D reduced 71 / 109 $162 / $248 57.68% entry submitted + protective stop active open
Risk %0.33%
Intended Risk %0.5%
Intended Shares109
Intended Risk $$248
Raw P80.72%
Cal P57.68%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0675
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$3,213
Notional Capfalse
Drawdown Mult0.5
Dist Kelly Risk1%
Confidence99.57%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,611
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.1924
Dist Stopout16.55%
Order ID970578983
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_VNOM_D_L_1788874200000",
  "symbol": "VNOM",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80720385,
  "calibratedProbability": 0.57680096,
  "decision": "reduced",
  "approved": true,
  "finalShares": 71,
  "finalRiskPct": 0.003266651483987512,
  "allowedRiskDollars": 161.82634733332085,
  "intendedShares": 109,
  "intendedRiskPct": 0.005,
  "intendedRiskDollars": 247.69454000000002,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.06745322895284273,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 3212.75,
  "notionalAfterCaps": 3212.75,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.5,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09956737166024907,
  "confidenceMultiplier": 0.9956737166024906,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35611,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 1,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_PLTR_D_L_1787751000000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_HIMS_D_L_1784035800000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_GPK_D_L_1787146200000",
    "DDV1_BATS_SNA_D_L_1784727000000",
    "DDV1_BATS_ADUS_D_L_1785763800000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_SLGN_D_L_1784899800000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_GPK_D_L_1784122200000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_ADUS_D_L_1788355800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_FDS_D_L_1784899800000",
    "DDV1_BATS_CART_D_L_1784554200000",
    "DDV1_BATS_CRBG_D_L_1785850200000",
    "DDV1_BATS_ADUS_D_L_1787059800000",
    "DDV1_BATS_XLI_D_L_1787751000000",
    "DDV1_BATS_PBF_D_L_1787923800000"
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  "distributionSelectedSampleWeights": [
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    0.8112381679516892,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_PLTR_D_L_1787751000000",
    "DDV1_BATS_BAC_D_L_1787664600000",
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    "DDV1_BATS_HIMS_D_L_1784035800000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_SLGN_D_L_1784899800000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_GPK_D_L_1784122200000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_ADUS_D_L_1788355800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_BNY_D_L_1787319000000",
    "DDV1_BATS_AVY_D_L_1787751000000",
    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_LLY_D_L_1784813400000",
    "DDV1_BATS_CNO_D_L_1784122200000",
    "DDV1_BATS_PYPL_D_L_1786541400000",
    "DDV1_BATS_BBY_D_L_1788355800000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.19240138668083037,
  "distributionStopoutRate": 0.16545265832659095,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size",
    "portfolio_risk_cap_reduced_size"
  ],
  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-09T13:30:41.218Z",
  "brokerOrderId": "970578983",
  "submittedQuantity": 71,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 45.25,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-09T13:30:40.587Z"
}
Sep 8, 26 IWM open_long D rejected 0 / 0 $0 / $0 57.5% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P80%
Cal P57.5%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0347
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.32%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,604
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.091
Dist Stopout15.93%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_IWM_D_L_1788528600000",
  "symbol": "IWM",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80001686,
  "calibratedProbability": 0.57500422,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.03467048559154385,
  "legacyKellyFraction": 0.15000843,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09932331965606239,
  "confidenceMultiplier": 0.9932331965606238,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35604,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_AMG_D_L_1784813400000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_BEN_D_L_1788442200000",
    "DDV1_BATS_VLY_D_L_1788355800000",
    "DDV1_BATS_XLI_D_L_1787751000000",
    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_SLB_D_L_1783431000000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_ASB_D_L_1784899800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_PFG_D_L_1787837400000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_MOG.A_D_L_1783344600000",
    "DDV1_TSX_DLY_BK_D_L_1784899800000",
    "DDV1_BATS_ADAM_D_L_1783603800000",
    "DDV1_BATS_PII_D_L_1784122200000",
    "DDV1_BATS_RGA_D_L_1787232600000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_EWBC_D_L_1788355800000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
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    "DDV1_BATS_V_D_L_1787146200000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.09104969754168603,
  "distributionStopoutRate": 0.15934910248924777,
  "rejectionReasons": [
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    "no_remaining_risk_budget",
    "shares_below_minimum"
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  "reductionReasons": [
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  ],
  "executionStatus": "not_submitted",
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  "decidedAt": "2026-09-08T13:30:48.498Z"
}
Sep 8, 26 IBKR open_long D rejected 0 / 0 $0 / $0 60.12% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P90.5%
Cal P60.12%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0185
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.38%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,603
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0369
Dist Stopout20.29%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_IBKR_D_L_1788528600000",
  "symbol": "IBKR",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.90498046,
  "calibratedProbability": 0.60124512,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
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  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.018531887033000034,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9937822017402944,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35603,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_AFG_D_L_1785936600000",
    "DDV1_BATS_AMN_D_L_1786109400000",
    "DDV1_BATS_USB_D_L_1786541400000",
    "DDV1_TSX_DLY_BK_D_L_1787664600000",
    "DDV1_BATS_YETI_D_L_1785850200000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "historical:daily_weekly_frozen_live_v2:24368",
    "historical:daily_weekly_frozen_live_v2:38011",
    "historical:daily_weekly_frozen_live_v2:9816",
    "historical:daily_weekly_frozen_live_v2:29845",
    "historical:daily_weekly_frozen_live_v2:25790"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.036866360160029796,
  "distributionStopoutRate": 0.20291274458312786,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size",
    "loss_streak_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
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  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
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  "allocationClosedAt": null,
  "decidedAt": "2026-09-08T13:30:19.384Z"
}
Sep 4, 26 ESNT open_long D rejected 0 / 0 $0 / $0 58.26% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P83.03%
Cal P58.26%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0095
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.62%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,603
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.3049
Dist Stopout36.47%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_ESNT_D_L_1788442200000",
  "symbol": "ESNT",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.83029438,
  "calibratedProbability": 0.5825736,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.00948936406262465,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9961924774346803,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35603,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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  "distributionSelectedSampleWeights": [
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
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  "distributionStopoutRate": 0.36473091181721795,
  "rejectionReasons": [
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  "executionStatus": "not_submitted",
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  "realizedPnl": null,
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  "decidedAt": "2026-09-04T13:31:39.135Z"
}
Sep 4, 26 MTG open_long D rejected 0 / 0 $0 / $0 59.5% TradingView exit received total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P87.98%
Cal P59.5%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0496
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.26%
Quarter Kelly1.37%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,603
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.04
Dist Stopout20.68%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_MTG_D_L_1788442200000",
  "symbol": "MTG",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.87982218,
  "calibratedProbability": 0.59495554,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.0495887761215182,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.0548,
  "shrunkDistributionalKellyPct": 0.05439233595909615,
  "confidenceMultiplier": 0.9925608751659881,
  "quarterKellyRiskPct": 0.0137,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35603,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_BNY_D_L_1787319000000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_TSX_DLY_BK_D_L_1784899800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_GWW_D_L_1785159000000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_ALRM_D_L_1786627800000",
    "DDV1_BATS_PSA_D_L_1783949400000",
    "DDV1_BATS_FHN_D_L_1786455000000",
    "DDV1_BATS_ARMK_D_L_1784727000000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_MUSA_D_L_1785331800000"
  ],
  "distributionSelectedSampleWeights": [
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    0.903782211611922,
    0.8876849648608833,
    0.8847078133465595,
    0.8711698296469053,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_BAC_D_L_1787664600000",
    "DDV1_BATS_BNY_D_L_1787319000000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_DUOL_D_L_1786368600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_PLTR_D_L_1787751000000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.04000395417391361,
  "distributionStopoutRate": 0.2067865201966147,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-15T15:09:24.746Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 31.27,
  "slippagePct": null,
  "exitPrice": 29.64,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:31:38.291Z"
}
Sep 4, 26 BEN open_long D rejected 0 / 0 $0 / $0 58.31% TradingView exit received total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P83.22%
Cal P58.31%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0838
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.03%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,602
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0021
Dist Stopout16.1%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_BEN_D_L_1788442200000",
  "symbol": "BEN",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.83221045,
  "calibratedProbability": 0.58305261,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.08383336280981135,
  "legacyKellyFraction": 0.16610523,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9902907817530849,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35602,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 1,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_EXPE_D_L_1787578200000",
    "DDV1_BATS_YETI_D_L_1785850200000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_CNC_D_L_1784295000000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_HALO_D_L_1788355800000",
    "DDV1_BATS_PRU_D_L_1787578200000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_KRG_D_L_1782999000000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_HOG_D_L_1783344600000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_CFR_D_L_1787232600000",
    "DDV1_BATS_AAMI_D_L_1787319000000"
  ],
  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_CNC_D_L_1784295000000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_KRG_D_L_1782999000000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_HOG_D_L_1783344600000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_CFR_D_L_1787232600000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_GPK_D_L_1784122200000",
    "DDV1_BATS_HPQ_D_L_1787059800000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_MOG.A_D_L_1783344600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.002075346284529505,
  "distributionStopoutRate": 0.16100893217927573,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-08T13:30:28.146Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 33.43,
  "slippagePct": null,
  "exitPrice": 34.48,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:31:13.502Z"
}
Sep 4, 26 OSK open_long D rejected 0 / 0 $0 / $0 57.66% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P80.66%
Cal P57.66%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0104
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.27%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,602
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0456
Dist Stopout16.48%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_OSK_D_L_1788442200000",
  "symbol": "OSK",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80657285,
  "calibratedProbability": 0.57664321,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.01044335462018197,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.0992715618622266,
  "confidenceMultiplier": 0.992715618622266,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35602,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 1,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_EXPE_D_L_1787578200000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_KRG_D_L_1782999000000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_MMM_D_L_1787578200000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_HALO_D_L_1788355800000",
    "DDV1_BATS_YETI_D_L_1785850200000",
    "DDV1_BATS_DLR_D_L_1787232600000",
    "DDV1_BATS_FFIN_D_L_1784899800000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_PANW_D_L_1785245400000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_WM_D_L_1784727000000",
    "DDV1_BATS_EXPE_D_L_1785159000000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_WFC_D_L_1788269400000"
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  "distributionSelectedSampleWeights": [
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    0.7261796279203412,
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    0.7191464456642028,
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    0.7150791472822472,
    0.7145222299612137,
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    0.709251586351499,
    0.7086438337279475,
    0.7061358029829541
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_KRG_D_L_1782999000000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_EQH_D_L_1788355800000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_PANW_D_L_1785245400000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_WM_D_L_1784727000000",
    "DDV1_BATS_EXPE_D_L_1785159000000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_XLF_D_L_1787923800000",
    "DDV1_BATS_MTG_D_L_1787319000000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_VVV_D_L_1784899800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_VLY_D_L_1788355800000",
    "DDV1_BATS_EBAY_D_L_1785159000000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_CFR_D_L_1787232600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.04561271271681066,
  "distributionStopoutRate": 0.16475848100929663,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:31:11.986Z"
}
Sep 4, 26 MRNA open_long 60 rejected 0 / 0 $0 / $0 56.28% TradingView exit received total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P75.14%
Cal P56.28%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.086
Legacy Kelly Risk1.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.13%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,883
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1933
Dist Stopout37.01%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_MRNA_60_L_1788463800000",
  "symbol": "MRNA",
  "timeframe": "60",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_intraday_60m_child3_plus_prior_path_train_first_80pct_test_holdout_last_20pct",
  "rawProbability": 0.75139813,
  "calibratedProbability": 0.56284953,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.0859545152733413,
  "legacyKellyFraction": 0.12569907,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.004,
  "maxNotionalPct": 0.08,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9912679741173848,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.004,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 53883,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 2,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_TEAM_60_L_1786991400000",
    "DDV1_BATS_MCO_60_L_1787927400000",
    "DDV1_BATS_REGN_60_L_1785958200000",
    "DDV1_BATS_NEM_60_L_1786559400000",
    "DDV1_BATS_SCHW_60_L_1786541400000",
    "DDV1_BATS_XLV_60_L_1786645800000",
    "DDV1_BATS_TSLA_60_L_1786473000000",
    "DDV1_BATS_MDB_60_L_1786735800000",
    "DDV1_BATS_ROST_60_L_1784658600000",
    "DDV1_BATS_ABNB_60_L_1783690200000",
    "DDV1_BATS_STLD_60_L_1786555800000",
    "DDV1_BATS_VLO_60_L_1784208600000",
    "DDV1_BATS_NFLX_60_L_1787923800000",
    "DDV1_BATS_CME_60_L_1788276600000",
    "DDV1_BATS_CME_60_L_1787927400000",
    "DDV1_BATS_SHOP_60_L_1786627800000",
    "DDV1_BATS_NEM_60_L_1787599800000",
    "DDV1_BATS_PLTR_60_L_1786465800000",
    "DDV1_BATS_BLK_60_L_1786044600000",
    "DDV1_BATS_SYF_60_L_1786131000000",
    "DDV1_BATS_SPY_60_L_1786386600000",
    "DDV1_BATS_HCA_60_L_1787589000000",
    "DDV1_BATS_AVGO_60_L_1786383000000",
    "DDV1_BATS_UNP_60_L_1786113000000",
    "DDV1_BATS_INTU_60_L_1787340600000",
    "DDV1_BATS_BKR_60_L_1784057400000",
    "DDV1_BATS_ABT_60_L_1787599800000",
    "DDV1_BATS_HAL_60_L_1787164200000",
    "DDV1_BATS_PCAR_60_L_1785177000000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_ABNB_60_L_1783690200000",
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    "DDV1_BATS_NEM_60_L_1787599800000",
    "DDV1_BATS_TEAM_60_L_1787322600000",
    "DDV1_BATS_CSX_60_L_1784727000000",
    "DDV1_BATS_PSX_60_L_1787848200000",
    "DDV1_BATS_WDAY_60_L_1786627800000",
    "DDV1_BATS_PSX_60_L_1787319000000",
    "DDV1_BATS_MDT_60_L_1787326200000",
    "DDV1_BATS_T_60_L_1787923800000",
    "DDV1_BATS_RTX_60_L_1785267000000",
    "DDV1_BATS_TGT_60_L_1787059800000",
    "DDV1_BATS_DDOG_60_L_1784554200000",
    "DDV1_BATS_WDAY_60_L_1784212200000",
    "DDV1_BATS_BMY_60_L_1785861000000",
    "DDV1_BATS_CSX_60_L_1787751000000",
    "DDV1_BATS_PAYX_60_L_1784122200000",
    "DDV1_BATS_SCHW_60_L_1787319000000",
    "DDV1_BATS_ADBE_60_L_1784122200000",
    "DDV1_BATS_MRNA_60_L_1783445400000",
    "DDV1_BATS_TSLA_60_L_1787837400000",
    "DDV1_BATS_ICE_60_L_1788442200000",
    "DDV1_BATS_WDAY_60_L_1784557800000",
    "DDV1_BATS_VLO_60_L_1787319000000",
    "DDV1_BATS_BABA_60_L_1784658600000",
    "DDV1_BATS_NET_60_L_1784208600000",
    "DDV1_BATS_EL_60_L_1786109400000",
    "DDV1_BATS_CME_60_L_1784727000000",
    "DDV1_BATS_UNP_60_L_1784208600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.1933382760553162,
  "distributionStopoutRate": 0.37007495362373904,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-11T14:30:23.368Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 153.62,
  "slippagePct": null,
  "exitPrice": 147.3,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:30:49.641Z"
}
Sep 4, 26 BILL open_long D rejected 0 / 0 $0 / $0 59.33% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P87.33%
Cal P59.33%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.078
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.69%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,600
Final Scenarios30
Invalid Samples3
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.167
Dist Stopout13.15%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_BILL_D_L_1788442200000",
  "symbol": "BILL",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.87332906,
  "calibratedProbability": 0.59333227,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.07797479920755651,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09968709054648983,
  "confidenceMultiplier": 0.9968709054648983,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35600,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 3,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_PANW_D_L_1785245400000",
    "DDV1_BATS_EXPE_D_L_1785159000000",
    "DDV1_BATS_HIMS_D_L_1784035800000",
    "DDV1_BATS_MTD_D_L_1784640600000",
    "DDV1_BATS_RJF_D_L_1784727000000",
    "DDV1_BATS_ADUS_D_L_1785763800000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_COTY_D_L_1788355800000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_SLGN_D_L_1784899800000",
    "DDV1_BATS_USB_D_L_1786541400000",
    "DDV1_BATS_YETI_D_L_1785850200000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "DDV1_BATS_DT_D_L_1785331800000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_PYPL_D_L_1786541400000",
    "DDV1_BATS_WM_D_L_1784727000000",
    "DDV1_BATS_MA_D_L_1784899800000",
    "DDV1_BATS_VNO_D_L_1783603800000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_MMM_D_L_1787578200000",
    "DDV1_BATS_FDS_D_L_1784899800000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_EXPE_D_L_1785159000000",
    "DDV1_BATS_HIMS_D_L_1784035800000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_COTY_D_L_1788355800000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_SLGN_D_L_1784899800000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_DT_D_L_1785331800000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_PYPL_D_L_1786541400000",
    "DDV1_BATS_WM_D_L_1784727000000",
    "DDV1_BATS_MA_D_L_1784899800000",
    "DDV1_BATS_VNO_D_L_1783603800000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_ESNT_D_L_1784899800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_BNY_D_L_1785936600000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_XLF_D_L_1784899800000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.1670220484897757,
  "distributionStopoutRate": 0.13149122113790482,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:30:35.668Z"
}
Sep 4, 26 DIA open_long D rejected 0 / 0 $0 / $0 58.41% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P83.63%
Cal P58.41%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0151
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.47%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,601
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1759
Dist Stopout26.91%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_DIA_D_L_1788442200000",
  "symbol": "DIA",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.83633689,
  "calibratedProbability": 0.58408422,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.015055665094281042,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9947366107108012,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
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  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35601,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 1,
  "distributionSelectedSampleIds": [
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  "distributionBaselineConfidence": 1,
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.1758651308896271,
  "distributionStopoutRate": 0.26905301069181964,
  "rejectionReasons": [
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  "decidedAt": "2026-09-04T13:30:34.838Z"
}
Sep 4, 26 HSIC open_long D rejected 0 / 0 $0 / $0 59.14% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P86.57%
Cal P59.14%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0047
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.28%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,598
Final Scenarios30
Invalid Samples3
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.2026
Dist Stopout15.26%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
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  "symbol": "HSIC",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.86573642,
  "calibratedProbability": 0.59143411,
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  "approved": false,
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  "finalRiskPct": 0,
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  "intendedRiskPct": 0,
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  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
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  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09927993062468321,
  "confidenceMultiplier": 0.9927993062468321,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
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  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
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    "DDV1_BATS_ACA_D_L_1785418200000",
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    "DDV1_BATS_NBIX_D_L_1784554200000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.2025777712915102,
  "distributionStopoutRate": 0.15261353757818646,
  "rejectionReasons": [
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    "no_remaining_risk_budget",
    "shares_below_minimum"
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  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
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  "slippagePct": null,
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  "realizedPnl": null,
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  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:30:22.384Z"
}
Sep 4, 26 MSFT open_long D rejected 0 / 0 $0 / $0 57.65% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P80.62%
Cal P57.65%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0341
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.66%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,597
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.1618
Dist Stopout16.55%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
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  "symbol": "MSFT",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80617559,
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  "finalRiskPct": 0,
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  "intendedRiskPct": 0,
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  "allocationPolicy": "distributional_kelly",
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  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
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  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09965912428148058,
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  "distributionSampleSize": 30,
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    "DDV1_BATS_KNSL_D_L_1787319000000",
    "DDV1_BATS_WFC_D_L_1785159000000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.16178840623672106,
  "distributionStopoutRate": 0.16552929678603537,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-04T13:30:11.798Z"
}
Sep 3, 26 ICE open_long 60 rejected 0 / 0 $0 / $0 56.52% TradingView exit received total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P76.07%
Cal P56.52%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0076
Legacy Kelly Risk0.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.5%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,889
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1263
Dist Stopout30.37%
Order IDNone
Raw Executiontv_exit_signal_received
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_ICE_60_L_1788442200000",
  "symbol": "ICE",
  "timeframe": "60",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_intraday_60m_child3_plus_prior_path_train_first_80pct_test_holdout_last_20pct",
  "rawProbability": 0.76072195,
  "calibratedProbability": 0.56518049,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.007579095916286357,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.004,
  "maxNotionalPct": 0.08,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.995027836406788,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.004,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 53889,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_MSFT_60_L_1786465800000",
    "DDV1_BATS_SCHW_60_L_1787319000000",
    "DDV1_BATS_NOW_60_L_1787322600000",
    "DDV1_BATS_MRK_60_L_1787333400000",
    "DDV1_BATS_ABT_60_L_1784313000000",
    "DDV1_BATS_BSX_60_L_1786642200000",
    "DDV1_BATS_XOM_60_L_1787319000000",
    "DDV1_BATS_TGT_60_L_1785871800000",
    "DDV1_BATS_SLB_60_L_1787074200000",
    "DDV1_BATS_V_60_L_1785353400000",
    "DDV1_BATS_T_60_L_1787923800000",
    "DDV1_BATS_MPC_60_L_1787059800000",
    "DDV1_BATS_PSX_60_L_1787848200000",
    "DDV1_BATS_SHOP_60_L_1786120200000",
    "DDV1_BATS_CME_60_L_1787927400000",
    "DDV1_BATS_ELV_60_L_1783949400000",
    "DDV1_BATS_SNPS_60_L_1786109400000",
    "DDV1_BATS_QCOM_60_L_1786476600000",
    "DDV1_BATS_META_60_L_1788273000000",
    "DDV1_BATS_TEAM_60_L_1786627800000",
    "DDV1_BATS_VZ_60_L_1787319000000",
    "DDV1_BATS_NEM_60_L_1786473000000",
    "DDV1_BATS_JNJ_60_L_1783953000000",
    "DDV1_BATS_MDT_60_L_1787059800000",
    "DDV1_BATS_MRK_60_L_1786725000000",
    "DDV1_BATS_BKNG_60_L_1786109400000",
    "DDV1_BATS_MSFT_60_L_1788190200000",
    "DDV1_BATS_UNP_60_L_1786113000000",
    "DDV1_BATS_SBUX_60_L_1786455000000"
  ],
  "distributionSelectedSampleWeights": [
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    0.7928979817846146,
    0.7842784297539442,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_CSX_60_L_1787751000000",
    "DDV1_BATS_SCHW_60_L_1787319000000",
    "DDV1_BATS_T_60_L_1787923800000",
    "DDV1_BATS_PSX_60_L_1787848200000",
    "DDV1_BATS_RTX_60_L_1785267000000",
    "DDV1_BATS_VLO_60_L_1787319000000",
    "DDV1_BATS_BMY_60_L_1785861000000",
    "DDV1_BATS_MDT_60_L_1787326200000",
    "DDV1_BATS_MDB_60_L_1786735800000",
    "DDV1_BATS_TGT_60_L_1787059800000",
    "DDV1_BATS_DDOG_60_L_1784554200000",
    "DDV1_BATS_CSX_60_L_1784727000000",
    "DDV1_BATS_CME_60_L_1788276600000",
    "DDV1_BATS_NET_60_L_1784208600000",
    "DDV1_BATS_WDAY_60_L_1786627800000",
    "DDV1_BATS_EL_60_L_1786109400000",
    "DDV1_BATS_PSX_60_L_1787319000000",
    "DDV1_BATS_JD_60_L_1784122200000",
    "DDV1_BATS_ABNB_60_L_1783690200000",
    "DDV1_BATS_TEAM_60_L_1787322600000",
    "DDV1_BATS_AAPL_60_L_1784647800000",
    "DDV1_BATS_PAYX_60_L_1784122200000",
    "DDV1_BATS_LOW_60_L_1786455000000",
    "DDV1_BATS_NEM_60_L_1787599800000",
    "DDV1_BATS_CME_60_L_1784727000000",
    "DDV1_BATS_UNP_60_L_1784208600000",
    "DDV1_BATS_TSLA_60_L_1787837400000",
    "DDV1_BATS_FTNT_60_L_1784295000000",
    "DDV1_BATS_MRNA_60_L_1783445400000",
    "DDV1_BATS_BABA_60_L_1784658600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.1262769255972011,
  "distributionStopoutRate": 0.3036704777182115,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "tv_exit_signal_received",
  "submittedAt": "2026-09-03T17:31:09.893Z",
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 161.59,
  "slippagePct": null,
  "exitPrice": 163.09,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T14:30:36.566Z"
}
Sep 3, 26 TEAM open_long 60 rejected 0 / 0 $0 / $0 58.86% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P85.45%
Cal P58.86%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.022
Legacy Kelly Risk0.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence98.5%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,889
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1672
Dist Stopout28.35%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_TEAM_60_L_1788442200000",
  "symbol": "TEAM",
  "timeframe": "60",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_intraday_60m_child3_plus_prior_path_train_first_80pct_test_holdout_last_20pct",
  "rawProbability": 0.85451809,
  "calibratedProbability": 0.58862952,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.021974960187758397,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.004,
  "maxNotionalPct": 0.08,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9849659101136566,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.004,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 53889,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_MPC_60_L_1787059800000",
    "DDV1_BATS_CSX_60_L_1787751000000",
    "DDV1_BATS_T_60_L_1787923800000",
    "DDV1_BATS_SHOP_60_L_1786120200000",
    "DDV1_BATS_GLD_60_L_1786541400000",
    "DDV1_BATS_DDOG_60_L_1785763800000",
    "DDV1_BATS_KO_60_L_1787679000000",
    "DDV1_BATS_SHOP_60_L_1784125800000",
    "DDV1_BATS_UBER_60_L_1787340600000",
    "DDV1_BATS_BKNG_60_L_1786109400000",
    "DDV1_BATS_SBUX_60_L_1786455000000",
    "DDV1_BATS_MRNA_60_L_1787772600000",
    "DDV1_BATS_ABBV_60_L_1787585400000",
    "DDV1_BATS_SBUX_60_L_1784122200000",
    "DDV1_BATS_MDB_60_L_1786555800000",
    "DDV1_BATS_RTX_60_L_1786465800000",
    "DDV1_BATS_TMO_60_L_1785429000000",
    "DDV1_BATS_CRWD_60_L_1788276600000",
    "DDV1_BATS_TGT_60_L_1785871800000",
    "DDV1_BATS_QQQ_60_L_1786987800000",
    "DDV1_BATS_TSM_60_L_1786120200000",
    "DDV1_BATS_HYG_60_L_1787859000000",
    "DDV1_BATS_MCK_60_L_1786645800000",
    "DDV1_BATS_TEAM_60_L_1788204600000",
    "DDV1_BATS_NEM_60_L_1787599800000",
    "DDV1_BATS_PSX_60_L_1787848200000",
    "DDV1_BATS_CME_60_L_1788276600000",
    "DDV1_BATS_BMY_60_L_1785861000000",
    "DDV1_BATS_TEAM_60_L_1787322600000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_SCHW_60_L_1787319000000",
    "DDV1_BATS_CSX_60_L_1787751000000",
    "DDV1_BATS_T_60_L_1787923800000",
    "DDV1_BATS_NEM_60_L_1787599800000",
    "DDV1_BATS_PSX_60_L_1787848200000",
    "DDV1_BATS_CME_60_L_1788276600000",
    "DDV1_BATS_BMY_60_L_1785861000000",
    "DDV1_BATS_TEAM_60_L_1787322600000",
    "DDV1_BATS_UNP_60_L_1784208600000",
    "DDV1_BATS_WDAY_60_L_1786627800000",
    "DDV1_BATS_CSX_60_L_1784727000000",
    "DDV1_BATS_BABA_60_L_1784658600000",
    "DDV1_BATS_DDOG_60_L_1784554200000",
    "DDV1_BATS_AAPL_60_L_1784647800000",
    "DDV1_BATS_VLO_60_L_1787319000000",
    "DDV1_BATS_ABNB_60_L_1783690200000",
    "DDV1_BATS_RTX_60_L_1785267000000",
    "DDV1_BATS_MRNA_60_L_1783445400000",
    "DDV1_BATS_MDB_60_L_1786735800000",
    "DDV1_BATS_EL_60_L_1786109400000",
    "DDV1_BATS_ADBE_60_L_1784122200000",
    "DDV1_BATS_PSX_60_L_1787319000000",
    "DDV1_BATS_LOW_60_L_1786455000000",
    "DDV1_BATS_TGT_60_L_1787059800000",
    "DDV1_BATS_WDAY_60_L_1784557800000",
    "DDV1_BATS_JD_60_L_1784122200000",
    "DDV1_BATS_MDT_60_L_1787326200000",
    "DDV1_BATS_TSLA_60_L_1787837400000",
    "DDV1_BATS_CME_60_L_1784727000000",
    "DDV1_BATS_PAYX_60_L_1784122200000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.1672054513880851,
  "distributionStopoutRate": 0.28348244547878093,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T14:30:35.826Z"
}
Sep 3, 26 DBX open_long D reduced 31 / 31 $94 / $94 58.24% close submitted closed
Risk %0.19%
Intended Risk %0.19%
Intended Shares31
Intended Risk $$94
Raw P82.95%
Cal P58.24%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.139
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$1,087
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.48%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0665
Dist Stopout24.51%
Order ID971255846
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 15, 26
{
  "signalId": "DDV1_BATS_DBX_D_L_1788355800000",
  "symbol": "DBX",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.82951325,
  "calibratedProbability": 0.58237831,
  "decision": "reduced",
  "approved": true,
  "finalShares": 31,
  "finalRiskPct": 0.001875,
  "allowedRiskDollars": 94.46703281250001,
  "intendedShares": 31,
  "intendedRiskPct": 0.001875,
  "intendedRiskDollars": 94.46703281250001,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.13900779889418263,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 1086.55,
  "notionalAfterCaps": 1086.55,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9947699088152946,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35596,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_VVV_D_L_1784899800000",
    "DDV1_BATS_HGV_D_L_1784122200000",
    "DDV1_BATS_DDOG_D_L_1784554200000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_EBAY_D_L_1785159000000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_CPT_D_L_1784899800000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_MEDP_D_L_1787232600000",
    "DDV1_BATS_GGG_D_L_1787146200000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "DDV1_BATS_DLR_D_L_1787232600000",
    "DDV1_BATS_TECH_D_L_1786109400000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_KRG_D_L_1782999000000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_PCTY_D_L_1787059800000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
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    "DDV1_BATS_HBAN_D_L_1783690200000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_VVV_D_L_1784899800000",
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    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_EBAY_D_L_1785159000000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_CPT_D_L_1784899800000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_KRG_D_L_1782999000000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_RTX_D_L_1786714200000",
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    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_BAC_D_L_1783603800000",
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    "DDV1_BATS_BYD_D_L_1784122200000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.06651081918259241,
  "distributionStopoutRate": 0.2450709352665428,
  "rejectionReasons": [],
  "reductionReasons": [
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-15T13:30:49.368Z",
  "brokerOrderId": "971255846",
  "submittedQuantity": 31,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 36.7,
  "slippagePct": null,
  "exitPrice": 36.7,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-15T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:32:20.488Z"
}
Sep 3, 26 BBY open_long D reduced 31 / 31 $378 / $378 58.27% close submitted closed
Risk %0.75%
Intended Risk %0.75%
Intended Shares31
Intended Risk $$378
Raw P83.08%
Cal P58.27%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0588
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$2,714
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.13%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.1623
Dist Stopout19.32%
Order ID970356081
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 8, 26
{
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  "symbol": "BBY",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.83084968,
  "calibratedProbability": 0.58271242,
  "decision": "reduced",
  "approved": true,
  "finalShares": 31,
  "finalRiskPct": 0.0075,
  "allowedRiskDollars": 377.86813125000003,
  "intendedShares": 31,
  "intendedRiskPct": 0.0075,
  "intendedRiskDollars": 377.86813125000003,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.05881847116375859,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 2714.36,
  "notionalAfterCaps": 2714.36,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09912848330538099,
  "confidenceMultiplier": 0.9912848330538099,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35596,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_PBF_D_L_1786023000000",
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    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
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    "DDV1_BATS_CRWD_D_L_1785245400000",
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    "DDV1_BATS_TWLO_D_L_1787319000000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_PANW_D_L_1785245400000",
    "DDV1_BATS_JKHY_D_L_1787146200000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_ACMR_D_L_1784640600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.1622797289560348,
  "distributionStopoutRate": 0.19317494783718936,
  "rejectionReasons": [],
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-08T13:30:28.657Z",
  "brokerOrderId": "970356081",
  "submittedQuantity": 31,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 89.8,
  "slippagePct": null,
  "exitPrice": 89.8,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-08T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:32:19.877Z"
}
Sep 3, 26 AMRX open_long D reduced 165 / 165 $378 / $378 59.76% entry submitted + protective stop active open
Risk %0.75%
Intended Risk %0.75%
Intended Shares165
Intended Risk $$378
Raw P89.04%
Cal P59.76%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.128
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$3,011
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.48%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0524
Dist Stopout16.1%
Order ID969895950
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_AMRX_D_L_1788355800000",
  "symbol": "AMRX",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.89043401,
  "calibratedProbability": 0.5976085,
  "decision": "reduced",
  "approved": true,
  "finalShares": 165,
  "finalRiskPct": 0.0075,
  "allowedRiskDollars": 377.86813125000003,
  "intendedShares": 165,
  "intendedRiskPct": 0.0075,
  "intendedRiskDollars": 377.86813125000003,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.12797119484499123,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 3011.25,
  "notionalAfterCaps": 3011.25,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09947952646477426,
  "confidenceMultiplier": 0.9947952646477426,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35596,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_LLY_D_L_1786368600000",
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    "DDV1_BATS_SNDK_D_L_1783603800000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
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    "DDV1_BATS_BAC_D_L_1786368600000",
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    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_PFG_D_L_1785245400000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
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    "DDV1_BATS_CRWD_D_L_1787837400000",
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_AMRX_D_L_1786714200000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_CSX_D_L_1785850200000",
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    "DDV1_BATS_DUOL_D_L_1785159000000",
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    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HOG_D_L_1783344600000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_PFG_D_L_1785245400000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_SMH_D_L_1785850200000",
    "DDV1_BATS_GPK_D_L_1784122200000",
    "DDV1_BATS_AMG_D_L_1784813400000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_HPQ_D_L_1787059800000",
    "DDV1_BATS_BNY_D_L_1785936600000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_PFGC_D_L_1786023000000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1783603800000",
    "DDV1_BATS_MUSA_D_L_1785331800000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.052443317956391275,
  "distributionStopoutRate": 0.16099184024346014,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-03T13:32:21.043Z",
  "brokerOrderId": "969895950",
  "submittedQuantity": 165,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 18.25,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T13:32:19.500Z"
}
Sep 3, 26 WAT open_long D reduced 3 / 3 $94 / $94 57.86% entry submitted + protective stop active open
Risk %0.19%
Intended Risk %0.19%
Intended Shares3
Intended Risk $$94
Raw P81.44%
Cal P57.86%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.037
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$1,248
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.66%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0935
Dist Stopout29.8%
Order ID969895910
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_WAT_D_L_1788355800000",
  "symbol": "WAT",
  "timeframe": "D",
  "action": "open_long",
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  "distributionSampleSize": 30,
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Sep 3, 26 EQH open_long D reduced 62 / 62 $378 / $378 59.12% close submitted closed
Risk %0.75%
Intended Risk %0.75%
Intended Shares62
Intended Risk $$378
Raw P86.48%
Cal P59.12%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0837
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$3,224
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.19%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.131
Dist Stopout12.47%
Order ID970074165
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 4, 26
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  "allocationClosedAt": "2026-09-04T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:32:18.186Z"
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Sep 3, 26 USB open_long D reduced 27 / 27 $94 / $94 59.47% entry submitted + protective stop active open
Risk %0.19%
Intended Risk %0.19%
Intended Shares27
Intended Risk $$94
Raw P87.9%
Cal P59.47%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.089
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$1,701
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.13%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1571
Dist Stopout27.78%
Order ID969895913
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
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  "intendedRiskDollars": 94.46703281250001,
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    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_ACMR_D_L_1784640600000",
    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_AMN_D_L_1786627800000",
    "DDV1_BATS_CFR_D_L_1786368600000",
    "DDV1_BATS_EL_D_L_1782912600000",
    "DDV1_BATS_VNO_D_L_1783603800000",
    "DDV1_BATS_CHE_D_L_1786541400000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_CSX_D_L_1785850200000",
    "DDV1_BATS_PFGC_D_L_1786023000000",
    "DDV1_BATS_THC_D_L_1787751000000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.1571108577059585,
  "distributionStopoutRate": 0.277775871166264,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "entry_submitted_stop_submitted",
  "submittedAt": "2026-09-03T13:32:20.760Z",
  "brokerOrderId": "969895913",
  "submittedQuantity": 27,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 63,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": "open",
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T13:32:17.903Z"
}
Sep 3, 26 LLY open_long D rejected 0 / 1 $0 / $94 58.1% not submitted shares_below_minimum
Risk %0%
Intended Risk %0.19%
Intended Shares1
Intended Risk $$94
Raw P82.4%
Cal P58.1%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0579
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.49%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1253
Dist Stopout28.99%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_LLY_D_L_1788355800000",
  "symbol": "LLY",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.82396426,
  "calibratedProbability": 0.58099106,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 1,
  "intendedRiskPct": 0.001875,
  "intendedRiskDollars": 94.46703281250001,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.057904476522618736,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9948638531720327,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35596,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_PAYX_D_L_1787059800000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_HLNE_D_L_1787146200000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_CFR_D_L_1786368600000",
    "DDV1_BATS_TKR_D_L_1784035800000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_CNO_D_L_1784122200000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_BNY_D_L_1785936600000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_CRWD_D_L_1785245400000",
    "DDV1_BATS_UNH_D_L_1785245400000",
    "DDV1_BATS_CART_D_L_1784554200000",
    "DDV1_BATS_PBF_D_L_1787923800000",
    "DDV1_BATS_STT_D_L_1785850200000",
    "DDV1_BATS_CVS_D_L_1783949400000",
    "DDV1_BATS_PSA_D_L_1783949400000",
    "DDV1_BATS_GEV_D_L_1783690200000",
    "DDV1_BATS_CW_D_L_1784035800000",
    "DDV1_BATS_TSM_D_L_1783344600000"
  ],
  "distributionSelectedSampleWeights": [
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    0.8149839801626051,
    0.8098415465880499,
    0.8045798583970452,
    0.79636150061989,
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    0.7152959872221282,
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    0.7133630845064115,
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    0.7099010050081008,
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    0.7031632995897031,
    0.6993732844249863,
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    0.6715495582846936,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_LLY_D_L_1784813400000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_IBKR_D_L_1786368600000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_PAYX_D_L_1787059800000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_HLNE_D_L_1787146200000",
    "DDV1_BATS_ARWR_D_L_1784295000000",
    "DDV1_BATS_CFR_D_L_1786368600000",
    "DDV1_BATS_TKR_D_L_1784035800000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_CNO_D_L_1784122200000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_BNY_D_L_1785936600000",
    "DDV1_BATS_EBAY_D_L_1785850200000",
    "DDV1_BATS_CRWD_D_L_1785245400000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_SLGN_D_L_1784899800000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_AMRX_D_L_1786714200000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_SLB_D_L_1783431000000",
    "DDV1_BATS_CROX_D_L_1785763800000",
    "DDV1_BATS_PFG_D_L_1785245400000",
    "DDV1_BATS_COR_D_L_1785936600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.12530776756393255,
  "distributionStopoutRate": 0.2898826088218746,
  "rejectionReasons": [
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T13:32:17.522Z"
}
Sep 3, 26 ADUS open_long D reduced 8 / 8 $94 / $94 59.09% close submitted closed
Risk %0.19%
Intended Risk %0.19%
Intended Shares8
Intended Risk $$94
Raw P86.37%
Cal P59.09%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0158
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$953
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0.24%
Confidence99.31%
Quarter Kelly0.24%
Kelly After Cap0.24%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0076
Dist Stopout24.02%
Order ID970578478
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 9, 26
{
  "signalId": "DDV1_BATS_ADUS_D_L_1788355800000",
  "symbol": "ADUS",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.86372178,
  "calibratedProbability": 0.59093044,
  "decision": "reduced",
  "approved": true,
  "finalShares": 8,
  "finalRiskPct": 0.001875,
  "allowedRiskDollars": 94.46703281250001,
  "intendedShares": 8,
  "intendedRiskPct": 0.001875,
  "intendedRiskDollars": 94.46703281250001,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.01582061292719734,
  "legacyKellyFraction": 0.18186089,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 952.88,
  "notionalAfterCaps": 952.88,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.009600000000000001,
  "shrunkDistributionalKellyPct": 0.009533335782448749,
  "confidenceMultiplier": 0.9930558106717445,
  "quarterKellyRiskPct": 0.0024000000000000002,
  "cappedKellyRiskPct": 0.002383333945612187,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.002383333945612187,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35596,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_TSX_DLY_BK_D_L_1784899800000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_GWW_D_L_1785159000000",
    "DDV1_BATS_ALRM_D_L_1786627800000",
    "DDV1_BATS_PSA_D_L_1783949400000",
    "DDV1_BATS_FHN_D_L_1786455000000",
    "DDV1_BATS_ARMK_D_L_1784727000000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_BAC_D_L_1783603800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_BYD_D_L_1784122200000",
    "DDV1_BATS_BAC_D_L_1786368600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_PBF_D_L_1786023000000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_BAC_D_L_1783603800000",
    "DDV1_BATS_V_D_L_1784899800000",
    "DDV1_BATS_AAMI_D_L_1785159000000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_PYPL_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_DUOL_D_L_1786368600000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_NBIX_D_L_1784554200000",
    "DDV1_BATS_ESNT_D_L_1786109400000",
    "DDV1_BATS_PLTR_D_L_1787751000000",
    "DDV1_BATS_CNO_D_L_1784122200000",
    "DDV1_BATS_PAYX_D_L_1787059800000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.007645661835958374,
  "distributionStopoutRate": 0.24016031365686089,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size"
  ],
  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-09T13:30:23.073Z",
  "brokerOrderId": "970578478",
  "submittedQuantity": 8,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 119.24,
  "slippagePct": null,
  "exitPrice": 119.24,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-09T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:32:16.942Z"
}
Sep 3, 26 WTW open_long D reduced 16 / 16 $378 / $378 58.19% close submitted closed
Risk %0.75%
Intended Risk %0.75%
Intended Shares16
Intended Risk $$378
Raw P82.76%
Cal P58.19%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0113
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$5,442
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.67%
Quarter Kelly2.35%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0265
Dist Stopout15.87%
Order ID970656792
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 9, 26
{
  "signalId": "DDV1_BATS_WTW_D_L_1788355800000",
  "symbol": "WTW",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.82762608,
  "calibratedProbability": 0.58190652,
  "decision": "reduced",
  "approved": true,
  "finalShares": 16,
  "finalRiskPct": 0.0075,
  "allowedRiskDollars": 378.48087,
  "intendedShares": 16,
  "intendedRiskPct": 0.0075,
  "intendedRiskDollars": 378.48087,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.011260220199840656,
  "legacyKellyFraction": 0.16381304,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 5442.08,
  "notionalAfterCaps": 5442.08,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.094,
  "shrunkDistributionalKellyPct": 0.0936878138698288,
  "confidenceMultiplier": 0.9966788709556256,
  "quarterKellyRiskPct": 0.0235,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35596,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 0,
  "distributionSelectedSampleIds": [
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_WFC_D_L_1788269400000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_RGA_D_L_1787232600000",
    "DDV1_BATS_CRBG_D_L_1785850200000",
    "DDV1_BATS_USB_D_L_1786541400000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
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  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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  "submittedAt": "2026-09-09T16:42:29.299Z",
  "brokerOrderId": "970656792",
  "submittedQuantity": 16,
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  "decidedAt": "2026-09-03T13:32:15.845Z"
}
Sep 3, 26 HALO open_long D reduced 6 / 6 $95 / $95 61.22% close submitted closed
Risk %0.19%
Intended Risk %0.19%
Intended Shares6
Intended Risk $$95
Raw P94.88%
Cal P61.22%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1468
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$659
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.46%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,596
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1105
Dist Stopout30.09%
Order ID970073889
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 4, 26
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  "symbol": "HALO",
  "timeframe": "D",
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  "rawDistributionalKellyPct": 0,
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    "historical:daily_weekly_frozen_live_v2:25788",
    "historical:daily_weekly_frozen_live_v2:28274",
    "historical:daily_weekly_frozen_live_v2:29301",
    "historical:daily_weekly_frozen_live_v2:16716",
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-04T13:30:14.783Z",
  "brokerOrderId": "970073889",
  "submittedQuantity": 6,
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  "allocationClosedAt": "2026-09-04T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:31:49.262Z"
}
Sep 3, 26 COTY open_long D reduced 739 / 739 $378 / $378 58.57% close submitted closed
Risk %0.75%
Intended Risk %0.75%
Intended Shares739
Intended Risk $$378
Raw P84.29%
Cal P58.57%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1377
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$2,158
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.29%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.1677
Dist Stopout15.86%
Order ID970074152
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 4, 26
{
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  "symbol": "COTY",
  "timeframe": "D",
  "action": "open_long",
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  "finalShares": 739,
  "finalRiskPct": 0.0075,
  "allowedRiskDollars": 378.4195215,
  "intendedShares": 739,
  "intendedRiskPct": 0.0075,
  "intendedRiskDollars": 378.4195215,
  "allocationPolicy": "distributional_kelly",
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  "legacyKellyFraction": 0,
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  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 2157.88,
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  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
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  "rawDistributionalKellyPct": 0.1,
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  "distributionSampleSize": 30,
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  "distributionFinalScenarioCount": 30,
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-04T13:30:22.612Z",
  "brokerOrderId": "970074152",
  "submittedQuantity": 739,
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  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-04T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:31:33.264Z"
}
Sep 3, 26 CRL open_long D rejected 0 / 0 $0 / $0 57.74% not submitted total_open_risk_cap_hit
Risk %0%
Intended Risk %0%
Intended Shares0
Intended Risk $$0
Raw P80.96%
Cal P57.74%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1471
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.31%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.1167
Dist Stopout25.02%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_CRL_D_L_1788355800000",
  "symbol": "CRL",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80962547,
  "calibratedProbability": 0.57740637,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 0,
  "intendedRiskPct": 0,
  "intendedRiskDollars": 0,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.14709080252607803,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09930836521199775,
  "confidenceMultiplier": 0.9930836521199774,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35594,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 2,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_CPT_D_L_1784899800000",
    "DDV1_BATS_GGG_D_L_1787146200000",
    "DDV1_BATS_MEDP_D_L_1787232600000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_EBAY_D_L_1785159000000",
    "DDV1_BATS_VNO_D_L_1783603800000",
    "DDV1_BATS_HGV_D_L_1784122200000",
    "DDV1_BATS_ALRM_D_L_1786627800000",
    "DDV1_BATS_ES_D_L_1784727000000",
    "DDV1_BATS_TECH_D_L_1784727000000",
    "DDV1_BATS_DDOG_D_L_1784554200000",
    "DDV1_BATS_USB_D_L_1786541400000",
    "DDV1_BATS_CBSH_D_L_1784727000000",
    "DDV1_BATS_TECH_D_L_1786109400000",
    "DDV1_BATS_MCK_D_L_1787319000000",
    "DDV1_BATS_FFIN_D_L_1784899800000",
    "DDV1_BATS_IQV_D_L_1784208600000",
    "DDV1_BATS_KNSL_D_L_1787319000000",
    "DDV1_BATS_PNC_D_L_1784640600000",
    "DDV1_BATS_WFC_D_L_1785159000000",
    "DDV1_BATS_BAX_D_L_1784640600000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_JLL_D_L_1784899800000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_ANF_D_L_1783690200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_HQY_D_L_1787146200000"
  ],
  "distributionSelectedSampleWeights": [
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    0.8942757423736665,
    0.871141501037965,
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    0.8139003705843257,
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_VVV_D_L_1784899800000",
    "DDV1_BATS_CPT_D_L_1784899800000",
    "DDV1_BATS_VLY_D_L_1785159000000",
    "DDV1_BATS_EBAY_D_L_1785159000000",
    "DDV1_BATS_VNO_D_L_1783603800000",
    "DDV1_BATS_KNSL_D_L_1787319000000",
    "DDV1_BATS_PNC_D_L_1784640600000",
    "DDV1_BATS_WFC_D_L_1785159000000",
    "DDV1_BATS_BAX_D_L_1784640600000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_TECH_D_L_1787146200000",
    "DDV1_BATS_JLL_D_L_1784899800000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_ANF_D_L_1783690200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_AMN_D_L_1786627800000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_MS_D_L_1782999000000",
    "DDV1_BATS_CFR_D_L_1786368600000",
    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_HBAN_D_L_1783690200000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.11665748480614027,
  "distributionStopoutRate": 0.25015543305009674,
  "rejectionReasons": [
    "total_open_risk_cap_hit",
    "no_remaining_risk_budget",
    "shares_below_minimum"
  ],
  "reductionReasons": [
    "drawdown_reduced_size",
    "loss_streak_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T13:30:59.547Z"
}
Sep 3, 26 CART open_long D reduced 3 / 10 $14 / $47 59.59% close_order_failed closed
Risk %0.03%
Intended Risk %0.09%
Intended Shares10
Intended Risk $$47
Raw P88.36%
Cal P59.59%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0621
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$155
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence98.96%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1816
Dist Stopout32.44%
Order ID970582948
Raw Executionclose_order_failed
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 9, 26
{
  "signalId": "DDV1_BATS_CART_D_L_1788355800000",
  "symbol": "CART",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.88362159,
  "calibratedProbability": 0.5959054,
  "decision": "reduced",
  "approved": true,
  "finalShares": 3,
  "finalRiskPct": 0.0002812499999999968,
  "allowedRiskDollars": 14.184288618749838,
  "intendedShares": 10,
  "intendedRiskPct": 0.0009375,
  "intendedRiskDollars": 47.280962062499995,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.062057406868757076,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 154.5,
  "notionalAfterCaps": 154.5,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
  "confidenceMultiplier": 0.9895508418651242,
  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35594,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 2,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_DOC_D_L_1785159000000",
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    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_BATS_RGA_D_L_1786023000000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_USB_D_L_1786541400000",
    "DDV1_BATS_CVS_D_L_1783949400000",
    "DDV1_BATS_MIDD_D_L_1783603800000",
    "DDV1_BATS_PSA_D_L_1783949400000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_ALRM_D_L_1786627800000",
    "DDV1_BATS_ES_D_L_1784727000000",
    "DDV1_TSX_DLY_BK_D_L_1784899800000",
    "DDV1_BATS_KEY_D_L_1784727000000",
    "DDV1_BATS_VLY_D_L_1784640600000",
    "DDV1_BATS_CW_D_L_1784035800000",
    "DDV1_BATS_CHRD_D_L_1786023000000",
    "DDV1_BATS_LAMR_D_L_1785850200000",
    "DDV1_BATS_AMH_D_L_1784899800000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_MOG.A_D_L_1783344600000",
    "DDV1_BATS_ACA_D_L_1787837400000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
    "DDV1_BATS_THC_D_L_1787751000000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_XLF_D_L_1784899800000",
    "DDV1_BATS_HQY_D_L_1787146200000",
    "DDV1_BATS_AMCR_D_L_1787146200000",
    "DDV1_XETR_DLY_ALV_D_L_1787295600000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_CRS_D_L_1783344600000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_BLKB_D_L_1786627800000",
    "DDV1_BATS_ACA_D_L_1785418200000",
    "DDV1_BATS_CFR_D_L_1785504600000",
    "DDV1_BATS_MOG.A_D_L_1783344600000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_BAC_D_L_1783603800000",
    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_MUSA_D_L_1785331800000",
    "DDV1_BATS_YETI_D_L_1783603800000",
    "DDV1_BATS_CSX_D_L_1787146200000",
    "DDV1_BATS_UHS_D_L_1786541400000",
    "DDV1_BATS_UNH_D_L_1784295000000",
    "DDV1_BATS_SLB_D_L_1783431000000",
    "DDV1_BATS_TXRH_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_AAT_D_L_1784640600000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_BRKR_D_L_1784640600000"
  ],
  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": -0.1816385695345869,
  "distributionStopoutRate": 0.3243913239506245,
  "rejectionReasons": [],
  "reductionReasons": [
    "drawdown_reduced_size",
    "loss_streak_reduced_size",
    "portfolio_risk_cap_reduced_size"
  ],
  "executionStatus": "close_order_failed",
  "submittedAt": "2026-09-09T13:34:37.616Z",
  "brokerOrderId": "970582948",
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 46.75,
  "slippagePct": null,
  "exitPrice": 46.75,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-09T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:30:59.002Z"
}
Sep 3, 26 LH open_long D rejected 0 / 5 $0 / $189 58.81% not submitted shares_below_minimum
Risk %0%
Intended Risk %0.38%
Intended Shares5
Intended Risk $$189
Raw P85.22%
Cal P58.81%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0253
Legacy Kelly Risk1.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.66%
Quarter Kelly2.5%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.14
Dist Stopout3.18%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_LH_D_L_1788355800000",
  "symbol": "LH",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.8522074,
  "calibratedProbability": 0.58805185,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 5,
  "intendedRiskPct": 0.00375,
  "intendedRiskDollars": 189.185835375,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": -0.02533920759427015,
  "legacyKellyFraction": 0.1761037,
  "legacyKellyRiskPct": 0.0125,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.1,
  "shrunkDistributionalKellyPct": 0.09966232792110646,
  "confidenceMultiplier": 0.9966232792110645,
  "quarterKellyRiskPct": 0.025,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35594,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 2,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_YETI_D_L_1785850200000",
    "DDV1_BATS_PK_D_L_1787059800000",
    "DDV1_BATS_RS_D_L_1783949400000",
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    "DDV1_BATS_DLTR_D_L_1785159000000",
    "DDV1_BATS_AAMI_D_L_1787319000000",
    "DDV1_BATS_WTFC_D_L_1783603800000",
    "DDV1_BATS_CTSH_D_L_1787059800000",
    "DDV1_BATS_CNO_D_L_1787664600000",
    "DDV1_BATS_LLY_D_L_1784813400000",
    "DDV1_BATS_IWM_D_L_1784640600000",
    "DDV1_BATS_XYZ_D_L_1786627800000",
    "DDV1_BATS_DOC_D_L_1785159000000",
    "DDV1_BATS_PANW_D_L_1785245400000",
    "DDV1_BATS_KNSL_D_L_1787319000000",
    "DDV1_BATS_PBF_D_L_1785159000000",
    "DDV1_BATS_ACA_D_L_1787837400000",
    "DDV1_BATS_JAZZ_D_L_1787319000000",
    "DDV1_BATS_CFR_D_L_1786368600000",
    "DDV1_BATS_EWBC_D_L_1787664600000",
    "DDV1_BATS_OSK_D_L_1785763800000",
    "DDV1_BATS_MEDP_D_L_1787232600000",
    "DDV1_BATS_V_D_L_1787146200000",
    "DDV1_BATS_CNO_D_L_1784122200000",
    "DDV1_BATS_WM_D_L_1784727000000"
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  "distributionSelectedSampleWeights": [
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_RS_D_L_1783949400000",
    "DDV1_BATS_HSIC_D_L_1784899800000",
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    "DDV1_BATS_DLTR_D_L_1785159000000",
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.14000036137265148,
  "distributionStopoutRate": 0.0318146371610481,
  "rejectionReasons": [
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  "reductionReasons": [
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    "loss_streak_reduced_size",
    "portfolio_risk_cap_reduced_size"
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  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
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  "decidedAt": "2026-09-03T13:30:58.145Z"
}
Sep 3, 26 EWBC open_long D reduced 1 / 3 $14 / $47 57.63% close submitted closed
Risk %0.03%
Intended Risk %0.09%
Intended Shares3
Intended Risk $$47
Raw P80.52%
Cal P57.63%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0864
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$129
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.21%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.1225
Dist Stopout29.83%
Order ID970074760
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 4, 26
{
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  "symbol": "EWBC",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80520302,
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  "approved": true,
  "finalShares": 1,
  "finalRiskPct": 0.0002812499999999968,
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  "intendedRiskPct": 0.0009375,
  "intendedRiskDollars": 47.31550171874999,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
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  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 128.97,
  "notionalAfterCaps": 128.97,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0,
  "shrunkDistributionalKellyPct": 0,
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  "quarterKellyRiskPct": 0,
  "cappedKellyRiskPct": 0,
  "transitionBaselineRiskPct": 0.0025,
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  "finalKellyRiskPctBeforeSafetyCaps": 0,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35594,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 2,
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  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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  "distributionExpectedR": -0.12253043316122664,
  "distributionStopoutRate": 0.29832538630651,
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-04T13:30:50.026Z",
  "brokerOrderId": "970074760",
  "submittedQuantity": 1,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 130.02,
  "slippagePct": null,
  "exitPrice": 130.02,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-04T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:30:52.256Z"
}
Sep 3, 26 ALL open_long D rejected 0 / 6 $0 / $189 57.53% not submitted shares_below_minimum
Risk %0%
Intended Risk %0.38%
Intended Shares6
Intended Risk $$189
Raw P80.13%
Cal P57.53%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.0672
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$0
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.29%
Quarter Kelly1.03%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0194
Dist Stopout22.66%
Order IDNone
Raw Executionnot_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
LedgerNone
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_ALL_D_L_1788355800000",
  "symbol": "ALL",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.80133714,
  "calibratedProbability": 0.57533429,
  "decision": "rejected",
  "approved": false,
  "finalShares": 0,
  "finalRiskPct": 0,
  "allowedRiskDollars": 0,
  "intendedShares": 6,
  "intendedRiskPct": 0.00375,
  "intendedRiskDollars": 189.26200687499997,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.06718052206665968,
  "legacyKellyFraction": 0,
  "legacyKellyRiskPct": 0.0025,
  "timeframeFixedRiskPct": 0.005,
  "maxNotionalPct": 0.12,
  "notionalBeforeCaps": 0,
  "notionalAfterCaps": 0,
  "notionalCapApplied": false,
  "drawdownMultiplier": 0.75,
  "portfolioCapMode": "hard",
  "rawDistributionalKellyPct": 0.041100000000000005,
  "shrunkDistributionalKellyPct": 0.04080825159155521,
  "confidenceMultiplier": 0.9929014985779856,
  "quarterKellyRiskPct": 0.010275000000000001,
  "cappedKellyRiskPct": 0.01,
  "transitionBaselineRiskPct": 0.0025,
  "transitionMaxRiskPct": 0.01,
  "transitionCapApplied": false,
  "finalKellyRiskPctBeforeSafetyCaps": 0.01,
  "distributionSampleSize": 30,
  "distributionEligibleSampleSize": 35594,
  "distributionFinalScenarioCount": 30,
  "distributionInvalidSampleCount": 2,
  "distributionSelectedSampleIds": [
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    "DDV1_BATS_RTX_D_L_1786714200000",
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  "distributionBaselineSampleSize": 30,
  "distributionBaselineConfidence": 1,
  "distributionBaselineSampleIds": [
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    "DDV1_BATS_RTX_D_L_1786714200000",
    "DDV1_BATS_YETI_D_L_1783603800000",
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    "DDV1_BATS_DIA_D_L_1785245400000",
    "DDV1_BATS_SMH_D_L_1785850200000",
    "DDV1_BATS_HBAN_D_L_1783690200000",
    "DDV1_BATS_EL_D_L_1782912600000",
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    "DDV1_BATS_NSC_D_L_1785504600000",
    "DDV1_BATS_PYPL_D_L_1786541400000",
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    "DDV1_BATS_XLF_D_L_1787578200000",
    "DDV1_BATS_OKTA_D_L_1787059800000",
    "DDV1_BATS_BRKR_D_L_1784640600000",
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    "DDV1_BATS_HIMS_D_L_1784035800000"
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  "distributionFallbackLevel": "unweighted_nearest_neighbors",
  "distributionExpectedR": 0.019402769281876914,
  "distributionStopoutRate": 0.2265803742849602,
  "rejectionReasons": [
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  "reductionReasons": [
    "drawdown_reduced_size",
    "loss_streak_reduced_size",
    "portfolio_risk_cap_reduced_size"
  ],
  "executionStatus": "not_submitted",
  "submittedAt": null,
  "brokerOrderId": null,
  "submittedQuantity": null,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": null,
  "slippagePct": null,
  "exitPrice": null,
  "realizedPnl": null,
  "allocationStatus": null,
  "allocationClosedAt": null,
  "decidedAt": "2026-09-03T13:30:51.577Z"
}
Sep 3, 26 GPC open_long D reduced 1 / 19 $14 / $189 58.59% entry submitted + protective stop active open
Risk %0.03%
Intended Risk %0.38%
Intended Shares19
Intended Risk $$189
Raw P84.35%
Cal P58.59%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.1137
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$138
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk1%
Confidence99.35%
Quarter Kelly1.7%
Kelly After Cap1%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples2
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0517
Dist Stopout28.01%
Order ID969894330
Raw Executionentry_submitted_stop_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgeropen
Ledger ClosedNone
{
  "signalId": "DDV1_BATS_GPC_D_L_1788355800000",
  "symbol": "GPC",
  "timeframe": "D",
  "action": "open_long",
  "modelVersion": "trade_quality_ablation_child3_live_v2_live_v2_no_prior3_train_through_2022_test_2023_2026",
  "rawProbability": 0.84346906,
  "calibratedProbability": 0.58586726,
  "decision": "reduced",
  "approved": true,
  "finalShares": 1,
  "finalRiskPct": 0.0002812499999999968,
  "allowedRiskDollars": 14.194650515624836,
  "intendedShares": 19,
  "intendedRiskPct": 0.00375,
  "intendedRiskDollars": 189.26200687499997,
  "allocationPolicy": "distributional_kelly",
  "allocatorVersion": "distributional_kelly_v4_minimum_risk_floor",
  "distributionSimilarityMode": "weighted",
  "signalExpectedR": 0.11365618760053087,
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  "legacyKellyRiskPct": 0.0025,
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  "submittedAt": "2026-09-03T13:30:58.214Z",
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Sep 3, 26 AMCR open_long D reduced 5 / 18 $14 / $47 58.16% close_order_failed closed
Risk %0.03%
Intended Risk %0.09%
Intended Shares18
Intended Risk $$47
Raw P82.63%
Cal P58.16%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R0.005
Legacy Kelly Risk0.25%
Fixed TF Risk0.5%
Max Notional12%
Notional$234
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0%
Confidence99.41%
Quarter Kelly0%
Kelly After Cap0%
Transition Baseline0.25%
Transition Max1%
Transition Appliedfalse
Dist Samples30
Eligible Samples35,594
Final Scenarios30
Invalid Samples1
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R-0.0589
Dist Stopout23.34%
Order ID970578960
Raw Executionclose_order_failed
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 9, 26
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  "executionStatus": "close_order_failed",
  "submittedAt": "2026-09-09T13:30:40.592Z",
  "brokerOrderId": "970578960",
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  "exitPrice": 44.01,
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  "allocationClosedAt": "2026-09-09T13:30:00.000Z",
  "decidedAt": "2026-09-03T13:30:45.239Z"
}
Sep 2, 26 ACN open_long 60 reduced 1 / 14 $14 / $112 55.3% close submitted closed
Risk %0.03%
Intended Risk %0.23%
Intended Shares14
Intended Risk $$112
Raw P71.2%
Cal P55.3%
Policydistributional_kelly
Allocatordistributional_kelly_v4_minimum_risk_floor
Similarityweighted
Signal Exp R-0.0511
Legacy Kelly Risk1.25%
Fixed TF Risk0.4%
Max Notional8%
Notional$187
Notional Capfalse
Drawdown Mult0.75
Dist Kelly Risk0.4%
Confidence99.09%
Quarter Kelly2.5%
Kelly After Cap0.4%
Transition Baseline0.1%
Transition Max0.4%
Transition Appliedfalse
Dist Samples30
Eligible Samples53,893
Final Scenarios30
Invalid Samples0
Baseline Samples30
Baseline Confidence100%
Dist Fallbackunweighted_nearest_neighbors
Dist Exp R0.0672
Dist Stopout23.61%
Order ID969829456
Raw Executionclose_submitted
FilledNone
Avg FillNone
SlippageNone
Reducedrawdown_reduced_size
Ledgerclosed
Ledger ClosedSep 2, 26
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  "timeframe": "60",
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  "distributionExpectedR": 0.0672236348780266,
  "distributionStopoutRate": 0.23607552908679402,
  "rejectionReasons": [],
  "reductionReasons": [
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    "loss_streak_reduced_size",
    "portfolio_risk_cap_reduced_size"
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  "executionStatus": "close_submitted",
  "submittedAt": "2026-09-02T18:30:28.870Z",
  "brokerOrderId": "969829456",
  "submittedQuantity": 1,
  "filledQuantity": null,
  "avgFillPrice": null,
  "expectedEntryPrice": 188,
  "slippagePct": null,
  "exitPrice": 188,
  "realizedPnl": null,
  "allocationStatus": "closed",
  "allocationClosedAt": "2026-09-02T18:30:00.000Z",
  "decidedAt": "2026-09-02T17:30:12.483Z"
}