Component Signal Coverage

Executive Summary

Component-horizon rows135

Components tracked86

Signal rows7,667,573

Current eligible rows670,567

Evaluated outcomes1,051,976

Enabled outcome-covered rows37

Review-only outcome-covered rows25

Train-next positive candidates5

Inspect inverse/risk candidates5

awaiting_outcomes67

outcome_covered62

sparse_outcomes6

This report indicates coverage and training readiness. Production weighting still depends on explicit promotion gates, leakage checks, and operator review.

Review-Only Promotion Triage

This section looks only at disabled/review-only rows with matured outcome coverage. Thresholds are intentionally simple: at least 1,000 evaluated rows, positive-candidate hit rate at or above 55.0%, and inverse/risk-orientation hit rate at or below 45.0%. Directional hit rate is a triage signal, not a promotion decision.

Train Next: Positive-Oriented CandidatesComponentOwnerHorizonCurrent SignalsEvaluatedEval %Hit RateNext Action
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph
other5143,01027,86012.9%56.3%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
sec_notes_segment_complexity_signal
SEC Notes Segment Complexity Signalsec_statement_notes_signal_model
other219,0224,7173.0%55.1%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
analyst_forecaster_alpha
Analyst And Forecaster Alphastock_decision_visibility_models
event510,8834,38940.3%62.4%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
historical_price_factor_alpha
Historical Price Factor Alphalocal_model_data_foundation
return_prediction513,2493,47126.2%62.3%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
sec_notes_related_party_risk
SEC Notes Related Party Risksec_statement_notes_signal_model
risk216,2163,1312.6%55.5%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.

Component	Owner	Horizon	Current Signals	Evaluated	Eval %	Hit Rate	Next Action
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	5	143,010	27,860	12.9%	56.3%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model other	21	9,022	4,717	3.0%	55.1%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models event	5	10,883	4,389	40.3%	62.4%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation return_prediction	5	13,249	3,471	26.2%	62.3%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`sec_notes_related_party_risk` SEC Notes Related Party Risk	sec_statement_notes_signal_model risk	21	6,216	3,131	2.6%	55.5%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.

Inspect Orientation: Inverted Or Risk CandidatesComponentOwnerHorizonCurrent SignalsEvaluatedEval %Hit RateNext Action
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph
other1143,00456,14826.0%39.4%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models
other1102,22021,32412.3%42.1%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
identity_corporate_structure_risk
Identity And Corporate Structure Riskstock_decision_visibility_models
risk116,28813,92285.5%38.8%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
sec_xbrl_reconciliation_signal
SEC XBRL Reconciliation Signalstock_decision_visibility_models
risk115,87013,78785.6%19.9%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
energy_commodity_exposure_score
Energy And Commodity Exposure Scorestock_decision_visibility_models
other125,0964,22115.6%32.2%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.

Component	Owner	Horizon	Current Signals	Evaluated	Eval %	Hit Rate	Next Action
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	1	143,004	56,148	26.0%	39.4%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models other	1	102,220	21,324	12.3%	42.1%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`identity_corporate_structure_risk` Identity And Corporate Structure Risk	stock_decision_visibility_models risk	1	16,288	13,922	85.5%	38.8%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`sec_xbrl_reconciliation_signal` SEC XBRL Reconciliation Signal	stock_decision_visibility_models risk	1	15,870	13,787	85.6%	19.9%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models other	1	25,096	4,221	15.6%	32.2%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.

Validate In StackComponentOwnerHorizonCurrent SignalsEvaluatedEval %Hit RateNext Action
historical_price_factor_alpha
Historical Price Factor Alphalocal_model_data_foundation
return_prediction113,24910,98182.9%51.7%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
analyst_forecaster_alpha
Analyst And Forecaster Alphastock_decision_visibility_models
event110,9139,57987.8%53.2%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_legal_contingency_risk
SEC Notes Legal And Contingency Risksec_statement_notes_signal_model
risk219,4874,9222.3%54.3%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_debt_liquidity_risk
SEC Notes Debt And Liquidity Risksec_statement_notes_signal_model
risk219,3204,8342.3%54.2%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_dilution_instrument_risk
SEC Notes Dilution Instrument Risksec_statement_notes_signal_model
risk219,0254,6792.3%54.2%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_concentration_supply_risk
SEC Notes Concentration And Supply Risksec_statement_notes_signal_model
risk218,6854,5462.7%54.8%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models
other5102,2204,2312.4%47.4%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_accounting_quality_risk
SEC Notes Accounting Quality Risksec_statement_notes_signal_model
risk216,8543,7152.5%54.5%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
factor_adjusted_residual_momentum
Factor Adjusted Residual Momentumfactor_attribution_model
momentum213,4962,48171.0%51.0%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_legal_contingency_risk
SEC Notes Legal And Contingency Risksec_statement_notes_signal_model
risk639,4871,3900.7%48.6%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_debt_liquidity_risk
SEC Notes Debt And Liquidity Risksec_statement_notes_signal_model
risk639,3201,3660.6%48.5%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
sec_notes_segment_complexity_signal
SEC Notes Segment Complexity Signalsec_statement_notes_signal_model
other639,0221,3490.9%48.8%Coverage is usable; test incremental lift in constrained stack before any manual weighting.

Component	Owner	Horizon	Current Signals	Evaluated	Eval %	Hit Rate	Next Action
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation return_prediction	1	13,249	10,981	82.9%	51.7%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models event	1	10,913	9,579	87.8%	53.2%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model risk	21	9,487	4,922	2.3%	54.3%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model risk	21	9,320	4,834	2.3%	54.2%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_dilution_instrument_risk` SEC Notes Dilution Instrument Risk	sec_statement_notes_signal_model risk	21	9,025	4,679	2.3%	54.2%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_concentration_supply_risk` SEC Notes Concentration And Supply Risk	sec_statement_notes_signal_model risk	21	8,685	4,546	2.7%	54.8%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models other	5	102,220	4,231	2.4%	47.4%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_accounting_quality_risk` SEC Notes Accounting Quality Risk	sec_statement_notes_signal_model risk	21	6,854	3,715	2.5%	54.5%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`factor_adjusted_residual_momentum` Factor Adjusted Residual Momentum	factor_attribution_model momentum	21	3,496	2,481	71.0%	51.0%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model risk	63	9,487	1,390	0.7%	48.6%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model risk	63	9,320	1,366	0.6%	48.5%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model other	63	9,022	1,349	0.9%	48.8%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.

Collect More OutcomesComponentOwnerHorizonCurrent SignalsEvaluatedEval %Hit RateNext Action
No review-only outcome-covered rows currently need more matured outcomes.

Component	Owner	Horizon	Current Signals	Evaluated	Eval %	Hit Rate	Next Action
No review-only outcome-covered rows currently need more matured outcomes.

Training Coverage Highlights

Outcome-covered rows are useful candidates for research training or validation. Review-only rows remain disabled until a separate promotion gate approves them.

Enabled Outcome-Covered InputsComponentOwnerHorizonCurrent EligibleEvaluatedEval %Hit RateAction
markov_state_blend
Markov State Blendlocal_model_data_foundation122,975138,13890.8%48.4%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation122,975138,13890.8%46.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
markov_state_blend
Markov State Blendlocal_model_data_foundation522,97582,59054.3%43.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation522,97582,59054.3%41.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
fundamental_quality
Fundamental Qualitylocal_model_data_foundation122,98919,73685.8%50.0%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
fundamental_value
Fundamental Valuelocal_model_data_foundation122,98919,73685.8%49.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
liquidity_dilution_risk
Liquidity And Dilution Risklocal_model_data_foundation122,98919,73685.8%10.8%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_cyber_legal_regulatory
SEC Cyber Legal And Regulatorylocal_model_data_foundation120,81419,69185.9%40.6%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_material_event_intelligence
SEC Material Event Intelligencelocal_model_data_foundation120,81419,69185.9%1.4%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_insider_behavior
SEC Insider Behaviorlocal_model_data_foundation120,81419,62085.8%1.9%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_distress_financing
SEC Distress And Financinglocal_model_data_foundation122,40519,59485.8%34.5%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_accounting_quality
SEC Accounting Qualitylocal_model_data_foundation122,81219,57285.8%45.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.

Component	Owner	Horizon	Current Eligible	Evaluated	Eval %	Hit Rate	Action
`markov_state_blend` Markov State Blend	local_model_data_foundation	1	22,975	138,138	90.8%	48.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	1	22,975	138,138	90.8%	46.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`markov_state_blend` Markov State Blend	local_model_data_foundation	5	22,975	82,590	54.3%	43.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	5	22,975	82,590	54.3%	41.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`fundamental_quality` Fundamental Quality	local_model_data_foundation	1	22,989	19,736	85.8%	50.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`fundamental_value` Fundamental Value	local_model_data_foundation	1	22,989	19,736	85.8%	49.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`liquidity_dilution_risk` Liquidity And Dilution Risk	local_model_data_foundation	1	22,989	19,736	85.8%	10.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_cyber_legal_regulatory` SEC Cyber Legal And Regulatory	local_model_data_foundation	1	20,814	19,691	85.9%	40.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_material_event_intelligence` SEC Material Event Intelligence	local_model_data_foundation	1	20,814	19,691	85.9%	1.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_insider_behavior` SEC Insider Behavior	local_model_data_foundation	1	20,814	19,620	85.8%	1.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_distress_financing` SEC Distress And Financing	local_model_data_foundation	1	22,405	19,594	85.8%	34.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_accounting_quality` SEC Accounting Quality	local_model_data_foundation	1	22,812	19,572	85.8%	45.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.

Review-Only Outcome-Covered InputsComponentOwnerHorizonCurrent EligibleEvaluatedEval %Hit RateAction
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph1056,14826.0%39.4%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph5027,86012.9%56.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models1021,32412.3%42.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
identity_corporate_structure_risk
Identity And Corporate Structure Riskstock_decision_visibility_models1013,92285.5%38.8%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_xbrl_reconciliation_signal
SEC XBRL Reconciliation Signalstock_decision_visibility_models1013,78785.6%19.9%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
historical_price_factor_alpha
Historical Price Factor Alphalocal_model_data_foundation1010,98182.9%51.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
analyst_forecaster_alpha
Analyst And Forecaster Alphastock_decision_visibility_models109,57987.8%53.2%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_notes_legal_contingency_risk
SEC Notes Legal And Contingency Risksec_statement_notes_signal_model2104,9222.3%54.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_notes_debt_liquidity_risk
SEC Notes Debt And Liquidity Risksec_statement_notes_signal_model2104,8342.3%54.2%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_notes_segment_complexity_signal
SEC Notes Segment Complexity Signalsec_statement_notes_signal_model2104,7173.0%55.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_notes_dilution_instrument_risk
SEC Notes Dilution Instrument Risksec_statement_notes_signal_model2104,6792.3%54.2%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_notes_concentration_supply_risk
SEC Notes Concentration And Supply Risksec_statement_notes_signal_model2104,5462.7%54.8%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.

Component	Owner	Horizon	Evaluated	Eval %	Hit Rate	Action
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	1	56,148	26.0%	39.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	5	27,860	12.9%	56.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models	1	21,324	12.3%	42.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`identity_corporate_structure_risk` Identity And Corporate Structure Risk	stock_decision_visibility_models	1	13,922	85.5%	38.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_xbrl_reconciliation_signal` SEC XBRL Reconciliation Signal	stock_decision_visibility_models	1	13,787	85.6%	19.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation	1	10,981	82.9%	51.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models	1	9,579	87.8%	53.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model	21	4,922	2.3%	54.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model	21	4,834	2.3%	54.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model	21	4,717	3.0%	55.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_dilution_instrument_risk` SEC Notes Dilution Instrument Risk	sec_statement_notes_signal_model	21	4,679	2.3%	54.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_concentration_supply_risk` SEC Notes Concentration And Supply Risk	sec_statement_notes_signal_model	21	4,546	2.7%	54.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.

Sparse Outcome InputsComponentOwnerHorizonCurrent EligibleEvaluatedEval %Hit RateAction
sec_notes_related_party_risk
SEC Notes Related Party Risksec_statement_notes_signal_model6309190.8%49.2%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
energy_commodity_exposure_score
Energy And Commodity Exposure Scorestock_decision_visibility_models508383.1%27.2%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
historical_dividend_policy_alpha
Historical Dividend Policy Alphahistorical_alpha_model_lab5011016.6%55.5%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
historical_earnings_surprise_alpha
Historical Earnings Surprise Alphahistorical_alpha_model_lab509417.1%67.0%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
historical_fundamental_factor_alpha
Historical Fundamental Factor Alphahistorical_alpha_model_lab509316.8%35.5%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
historical_sec_filing_event_alpha
Historical SEC Filing Event Alphahistorical_alpha_model_lab507417.1%58.1%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.

Component	Owner	Horizon	Evaluated	Eval %	Hit Rate	Action
`sec_notes_related_party_risk` SEC Notes Related Party Risk	sec_statement_notes_signal_model	63	919	0.8%	49.2%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models	5	838	3.1%	27.2%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab	5	110	16.6%	55.5%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_earnings_surprise_alpha` Historical Earnings Surprise Alpha	historical_alpha_model_lab	5	94	17.1%	67.0%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_fundamental_factor_alpha` Historical Fundamental Factor Alpha	historical_alpha_model_lab	5	93	16.8%	35.5%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_sec_filing_event_alpha` Historical SEC Filing Event Alpha	historical_alpha_model_lab	5	74	17.1%	58.1%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.

Awaiting Outcome InputsComponentOwnerHorizonCurrent EligibleEvaluatedEval %Hit RateAction
markov_state_blend
Markov State Blendlocal_model_data_foundation2122,97500.0%No matured outcome rows yet; keep collecting forward returns before training.
markov_state_blend
Markov State Blendlocal_model_data_foundation6322,97500.0%No matured outcome rows yet; keep collecting forward returns before training.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation2122,97500.0%No matured outcome rows yet; keep collecting forward returns before training.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation6322,97500.0%No matured outcome rows yet; keep collecting forward returns before training.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph20000.0%No matured outcome rows yet; keep collecting forward returns before training.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models20000.0%No matured outcome rows yet; keep collecting forward returns before training.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph21000.0%No matured outcome rows yet; keep collecting forward returns before training.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph10000.0%No matured outcome rows yet; keep collecting forward returns before training.

Component	Owner	Horizon	Current Eligible	Eval %	Action
`markov_state_blend` Markov State Blend	local_model_data_foundation	21	22,975	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`markov_state_blend` Markov State Blend	local_model_data_foundation	63	22,975	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	21	22,975	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	63	22,975	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	20	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models	20	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	21	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	10	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.

Owner Summary

Owner	Component-Horizon Rows	Signal Rows	Evaluated Rows
factor_attribution_model	1	3,496	2,481
historical_alpha_model_lab	12	6,588	371
local_model_data_foundation	43	1,993,810	836,795
market_relationship_graph	6	741,643	84,008
sec_statement_notes_signal_model	21	3,677,322	39,437
stock_decision_visibility_models	17	846,224	72,291
stock_opportunity_ensemble	3	48,270	16,593
stock_valuation_model_lab	32	350,220	0

Component Detail

Component	Owner	Horizon	Outcome Status	Signals	Current Eligible	Evaluated	Eval %	Signal Date Range	Lag Days	Avg Confidence	Directional Hit	Operator Action
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab value	21	awaiting_outcomes	661	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.2690		No matured outcome rows yet; keep collecting forward returns before training.
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab value	63	awaiting_outcomes	661	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.3052		No matured outcome rows yet; keep collecting forward returns before training.
`historical_earnings_surprise_alpha` Historical Earnings Surprise Alpha	historical_alpha_model_lab event	21	awaiting_outcomes	550	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.2016		No matured outcome rows yet; keep collecting forward returns before training.
`historical_earnings_surprise_alpha` Historical Earnings Surprise Alpha	historical_alpha_model_lab event	63	awaiting_outcomes	550	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.2308		No matured outcome rows yet; keep collecting forward returns before training.
`historical_fundamental_factor_alpha` Historical Fundamental Factor Alpha	historical_alpha_model_lab value	21	awaiting_outcomes	552	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.2069		No matured outcome rows yet; keep collecting forward returns before training.
`historical_fundamental_factor_alpha` Historical Fundamental Factor Alpha	historical_alpha_model_lab value	63	awaiting_outcomes	552	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.2078		No matured outcome rows yet; keep collecting forward returns before training.
`historical_sec_filing_event_alpha` Historical SEC Filing Event Alpha	historical_alpha_model_lab event	21	awaiting_outcomes	433	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.3086		No matured outcome rows yet; keep collecting forward returns before training.
`historical_sec_filing_event_alpha` Historical SEC Filing Event Alpha	historical_alpha_model_lab event	63	awaiting_outcomes	433	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.3153		No matured outcome rows yet; keep collecting forward returns before training.
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation return_prediction	21	awaiting_outcomes	13,249	0	0	0.0%	2026-05-26 -> 2026-06-17	5	0.2472		No matured outcome rows yet; keep collecting forward returns before training.
`markov_state_blend` Markov State Blend	local_model_data_foundation return_prediction	21	awaiting_outcomes	152,052	22,975	0	0.0%	2026-05-29 -> 2026-06-19	3	0.5294		No matured outcome rows yet; keep collecting forward returns before training.
`markov_state_blend` Markov State Blend	local_model_data_foundation return_prediction	63	awaiting_outcomes	152,052	22,975	0	0.0%	2026-05-29 -> 2026-06-19	3	0.5093		No matured outcome rows yet; keep collecting forward returns before training.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation return_prediction	21	awaiting_outcomes	152,052	22,975	0	0.0%	2026-05-29 -> 2026-06-19	3	0.5554		No matured outcome rows yet; keep collecting forward returns before training.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation return_prediction	63	awaiting_outcomes	152,052	22,975	0	0.0%	2026-05-29 -> 2026-06-19	3	0.5321		No matured outcome rows yet; keep collecting forward returns before training.
`news_forecaster_reliability_overlay` News Forecaster Reliability Overlay	local_model_data_foundation event	20	awaiting_outcomes	10,869	0	0	0.0%	2026-06-02 -> 2026-06-17	5	0.5022		No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	10	awaiting_outcomes	41,379	0	0	0.0%	2026-06-05 -> 2026-06-15	7	0.1871		No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	20	awaiting_outcomes	185,112	0	0	0.0%	2026-06-05 -> 2026-06-22	0	0.0406		No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	21	awaiting_outcomes	41,389	0	0	0.0%	2026-06-05 -> 2026-06-15	7	0.1912		No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	63	awaiting_outcomes	41,379	0	0	0.0%	2026-06-05 -> 2026-06-15	7	0.1843		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_accounting_quality_risk` SEC Notes Accounting Quality Risk	sec_statement_notes_signal_model risk	126	awaiting_outcomes	147,753	0	0	0.0%	2009-04-30 -> 2026-05-29	24	0.5634		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_concentration_supply_risk` SEC Notes Concentration And Supply Risk	sec_statement_notes_signal_model risk	126	awaiting_outcomes	169,361	0	0	0.0%	2009-04-23 -> 2026-05-29	24	0.6591		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model risk	126	awaiting_outcomes	211,535	0	0	0.0%	2009-04-15 -> 2026-05-29	24	0.8376		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_dilution_instrument_risk` SEC Notes Dilution Instrument Risk	sec_statement_notes_signal_model risk	126	awaiting_outcomes	204,515	0	0	0.0%	2009-04-15 -> 2026-05-29	24	0.8001		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model risk	126	awaiting_outcomes	211,838	0	0	0.0%	2009-04-15 -> 2026-05-29	24	0.6505		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_related_party_risk` SEC Notes Related Party Risk	sec_statement_notes_signal_model risk	126	awaiting_outcomes	122,348	0	0	0.0%	2009-04-15 -> 2026-05-29	24	0.5705		No matured outcome rows yet; keep collecting forward returns before training.
`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model other	126	awaiting_outcomes	158,424	0	0	0.0%	2009-04-15 -> 2026-05-29	24	0.5791		No matured outcome rows yet; keep collecting forward returns before training.
`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models event	20	awaiting_outcomes	10,869	0	0	0.0%	2026-06-02 -> 2026-06-17	5	0.5022		No matured outcome rows yet; keep collecting forward returns before training.
`bea_supply_chain_pressure_score` BEA Supply Chain Pressure Score	stock_decision_visibility_models other	20	awaiting_outcomes	16,288	0	0	0.0%	2026-06-05 -> 2026-06-17	5	0.5473		No matured outcome rows yet; keep collecting forward returns before training.
`beneficial_ownership_control_signal` Beneficial Ownership Control Signal	stock_decision_visibility_models risk	20	awaiting_outcomes	247	0	0	0.0%	2026-06-10 -> 2026-06-17	5	0.7212		No matured outcome rows yet; keep collecting forward returns before training.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	1	awaiting_outcomes	53,478	0	0	0.0%	2026-06-20 -> 2026-06-22	0	0.0634		No matured outcome rows yet; keep collecting forward returns before training.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	5	awaiting_outcomes	53,478	0	0	0.0%	2026-06-20 -> 2026-06-22	0	0.0634		No matured outcome rows yet; keep collecting forward returns before training.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	20	awaiting_outcomes	53,478	0	0	0.0%	2026-06-20 -> 2026-06-22	0	0.0634		No matured outcome rows yet; keep collecting forward returns before training.
`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models other	20	awaiting_outcomes	27,016	0	0	0.0%	2026-06-10 -> 2026-06-22	0	0.0849		No matured outcome rows yet; keep collecting forward returns before training.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models other	20	awaiting_outcomes	173,647	0	0	0.0%	2026-06-10 -> 2026-06-22	0	0.0942		No matured outcome rows yet; keep collecting forward returns before training.
`sec_statement_segment_sotp_signal` SEC Statement Segment/SOTP Visibility Signal	stock_decision_visibility_models value	20	awaiting_outcomes	2,200	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.7575		No matured outcome rows yet; keep collecting forward returns before training.
`government_trade_activity` Government Trade Activity	stock_opportunity_ensemble event	21	awaiting_outcomes	16,090	16,090	0	0.0%	2026-06-05 -> 2026-06-17	5	0.1101		No matured outcome rows yet; keep collecting forward returns before training.
`altman_solvency_strength_score` Altman Solvency Strength Score	stock_valuation_model_lab risk	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9971		No matured outcome rows yet; keep collecting forward returns before training.
`asset_backed_value_score` Asset Backed Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9851		No matured outcome rows yet; keep collecting forward returns before training.
`beneish_accounting_quality_score` Beneish Accounting Quality Score	stock_valuation_model_lab risk	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9922		No matured outcome rows yet; keep collecting forward returns before training.
`capital_efficiency_value_score` Capital Efficiency Value Score	stock_valuation_model_lab quality	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9971		No matured outcome rows yet; keep collecting forward returns before training.
`cash_flow_yield_value_score` Cash Flow Yield Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.8774		No matured outcome rows yet; keep collecting forward returns before training.
`commodity_carry_value_score` Commodity Carry Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.1979		No matured outcome rows yet; keep collecting forward returns before training.
`commodity_inventory_positioning_value_score` Commodity Inventory And Positioning Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.2724		No matured outcome rows yet; keep collecting forward returns before training.
`cost_of_capital_adjusted_value_score` Cost Of Capital Adjusted Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.5589		No matured outcome rows yet; keep collecting forward returns before training.
`distress_adjusted_value_score` Distress Adjusted Value Score	stock_valuation_model_lab risk	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9957		No matured outcome rows yet; keep collecting forward returns before training.
`dividend_income_value_score` Dividend Income Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.2420		No matured outcome rows yet; keep collecting forward returns before training.
`explicit_dcf_scenario_value_score` Explicit DCF Scenario Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.4636		No matured outcome rows yet; keep collecting forward returns before training.
`factor_tilt_value_quality_score` Factor Tilt Value Quality Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9971		No matured outcome rows yet; keep collecting forward returns before training.
`forward_estimate_value_score` Forward Estimate Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.1529		No matured outcome rows yet; keep collecting forward returns before training.
`graham_deep_value_score` Graham Deep Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.8029		No matured outcome rows yet; keep collecting forward returns before training.
`growth_at_reasonable_price_score` Growth At Reasonable Price Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9178		No matured outcome rows yet; keep collecting forward returns before training.
`magic_formula_value_score` Magic Formula Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9440		No matured outcome rows yet; keep collecting forward returns before training.
`mna_private_market_activity_score` M&A Private-Market Activity Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.1290		No matured outcome rows yet; keep collecting forward returns before training.
`net_cash_optionality_value_score` Net Cash Optionality Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9971		No matured outcome rows yet; keep collecting forward returns before training.
`peer_relative_value_score` Peer Relative Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9736		No matured outcome rows yet; keep collecting forward returns before training.
`piotroski_financial_strength_score` Piotroski Financial Strength Score	stock_valuation_model_lab quality	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9935		No matured outcome rows yet; keep collecting forward returns before training.
`quality_compounder_value_score` Quality Compounder Value Score	stock_valuation_model_lab quality	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9923		No matured outcome rows yet; keep collecting forward returns before training.
`relative_multiples_value_score` Relative Multiples Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.8263		No matured outcome rows yet; keep collecting forward returns before training.
`residual_income_value_score` Residual Income Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9851		No matured outcome rows yet; keep collecting forward returns before training.
`reverse_dcf_value_score` Reverse DCF Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.3933		No matured outcome rows yet; keep collecting forward returns before training.
`sec_buyback_capital_return_score` SEC Buyback Capital Return Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.3398		No matured outcome rows yet; keep collecting forward returns before training.
`sec_segment_sotp_value_score` SEC Segment SOTP Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.6054		No matured outcome rows yet; keep collecting forward returns before training.
`sec_statement_altman_solvency_score` SEC Statement Altman Solvency Score	stock_valuation_model_lab risk	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.6321		No matured outcome rows yet; keep collecting forward returns before training.
`sec_statement_beneish_accounting_quality_score` SEC Statement Beneish Accounting Quality Score	stock_valuation_model_lab risk	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.5403		No matured outcome rows yet; keep collecting forward returns before training.
`sec_statement_financial_quality_score` SEC Statement Financial Quality Score	stock_valuation_model_lab value	20	awaiting_outcomes	2,330	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.8205		No matured outcome rows yet; keep collecting forward returns before training.
`sector_specific_value_score` Sector Specific Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9961		No matured outcome rows yet; keep collecting forward returns before training.
`shareholder_yield_value_score` Shareholder Yield Value Score	stock_valuation_model_lab value	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.9971		No matured outcome rows yet; keep collecting forward returns before training.
`value_momentum_confirmation_score` Value Momentum Confirmation Score	stock_valuation_model_lab momentum	20	awaiting_outcomes	16,113	0	0	0.0%	2026-06-01 -> 2026-06-17	5	0.3993		No matured outcome rows yet; keep collecting forward returns before training.
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab value	5	sparse_outcomes	661	0	110	16.6%	2026-06-05 -> 2026-06-17	5	0.2094	55.5%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_earnings_surprise_alpha` Historical Earnings Surprise Alpha	historical_alpha_model_lab event	5	sparse_outcomes	550	0	94	17.1%	2026-06-05 -> 2026-06-17	5	0.1991	67.0%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_fundamental_factor_alpha` Historical Fundamental Factor Alpha	historical_alpha_model_lab value	5	sparse_outcomes	552	0	93	16.8%	2026-06-05 -> 2026-06-17	5	0.2120	35.5%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`historical_sec_filing_event_alpha` Historical SEC Filing Event Alpha	historical_alpha_model_lab event	5	sparse_outcomes	433	0	74	17.1%	2026-06-05 -> 2026-06-17	5	0.2334	58.1%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_notes_related_party_risk` SEC Notes Related Party Risk	sec_statement_notes_signal_model risk	63	sparse_outcomes	122,348	0	919	0.8%	2009-04-15 -> 2026-05-29	24	0.5705	49.2%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models other	5	sparse_outcomes	27,016	0	838	3.1%	2026-06-10 -> 2026-06-22	0	0.0849	27.2%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`factor_adjusted_residual_momentum` Factor Adjusted Residual Momentum	factor_attribution_model momentum	21	outcome_covered	3,496	0	2,481	71.0%	2026-04-30 -> 2026-04-30	53	0.4801	51.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`fundamental_quality` Fundamental Quality	local_model_data_foundation quality	1	outcome_covered	23,009	22,989	19,736	85.8%	2026-06-01 -> 2026-06-17	5	0.9971	50.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`fundamental_value` Fundamental Value	local_model_data_foundation value	1	outcome_covered	23,009	22,989	19,736	85.8%	2026-06-01 -> 2026-06-17	5	0.9971	49.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`governance_risk` Governance Risk	local_model_data_foundation risk	1	outcome_covered	20,815	20,815	17,575	84.4%	2026-06-01 -> 2026-06-17	5	0.8498	47.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation return_prediction	1	outcome_covered	13,249	0	10,981	82.9%	2026-05-26 -> 2026-06-17	5	0.2122	51.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation return_prediction	5	outcome_covered	13,249	0	3,471	26.2%	2026-05-26 -> 2026-06-17	5	0.2264	62.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`liquidity_dilution_risk` Liquidity And Dilution Risk	local_model_data_foundation risk	1	outcome_covered	23,009	22,989	19,736	85.8%	2026-06-01 -> 2026-06-17	5	0.9971	10.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`markov_state_blend` Markov State Blend	local_model_data_foundation return_prediction	1	outcome_covered	152,052	22,975	138,138	90.8%	2026-05-29 -> 2026-06-19	3	0.5077	48.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`markov_state_blend` Markov State Blend	local_model_data_foundation return_prediction	5	outcome_covered	152,052	22,975	82,590	54.3%	2026-05-29 -> 2026-06-19	3	0.5105	43.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`markov_state_blend` Markov State Blend	local_model_data_foundation return_prediction	10	outcome_covered	152,052	22,975	13,637	9.0%	2026-05-29 -> 2026-06-19	3	0.5098	33.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation return_prediction	1	outcome_covered	152,052	22,975	138,138	90.8%	2026-05-29 -> 2026-06-19	3	0.5246	46.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation return_prediction	5	outcome_covered	152,052	22,975	82,590	54.3%	2026-05-29 -> 2026-06-19	3	0.5295	41.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation return_prediction	10	outcome_covered	152,052	22,975	13,637	9.0%	2026-05-29 -> 2026-06-19	3	0.5332	29.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_analyst_revision_event` News Analyst Revision Event	local_model_data_foundation event	1	outcome_covered	11,214	11,214	9,338	83.3%	2026-06-02 -> 2026-06-17	5	0.4961	49.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_capital_return_event` News Capital Return Event	local_model_data_foundation event	1	outcome_covered	6,897	6,897	5,765	83.6%	2026-06-02 -> 2026-06-17	5	0.4032	18.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_corporate_action_event` News Corporate Action Event	local_model_data_foundation event	1	outcome_covered	7,797	7,797	6,552	84.0%	2026-06-02 -> 2026-06-17	5	0.4015	33.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_cybersecurity_event` News Cybersecurity Event	local_model_data_foundation event	1	outcome_covered	1,823	1,823	1,538	84.4%	2026-06-02 -> 2026-06-17	5	0.4080	15.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_earnings_event` News Earnings Event	local_model_data_foundation event	1	outcome_covered	10,035	10,035	8,362	83.3%	2026-06-02 -> 2026-06-17	5	0.3506	12.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_event_intelligence` News Event Intelligence	local_model_data_foundation event	1	outcome_covered	11,516	11,516	9,621	83.5%	2026-06-01 -> 2026-06-17	5	0.8624	51.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_financing_liquidity_event` News Financing Liquidity Event	local_model_data_foundation event	1	outcome_covered	3,541	3,541	2,983	84.2%	2026-06-02 -> 2026-06-17	5	0.3766	11.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_forecaster_reliability_overlay` News Forecaster Reliability Overlay	local_model_data_foundation event	1	outcome_covered	10,913	0	9,056	83.0%	2026-06-02 -> 2026-06-17	5	0.4982	53.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_forecaster_reliability_overlay` News Forecaster Reliability Overlay	local_model_data_foundation event	5	outcome_covered	10,883	0	3,916	36.0%	2026-06-02 -> 2026-06-17	5	0.5016	63.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_issuer_release_event` News Issuer Release Event	local_model_data_foundation event	1	outcome_covered	10,798	10,798	9,006	83.4%	2026-06-02 -> 2026-06-17	5	0.6569	48.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_macro_sector_event` News Macro Sector Event	local_model_data_foundation event	1	outcome_covered	3,028	3,028	2,611	86.2%	2026-06-02 -> 2026-06-17	5	0.2924	16.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_market_opinion_event` News Market Opinion Event	local_model_data_foundation event	1	outcome_covered	7,285	7,285	6,118	84.0%	2026-06-02 -> 2026-06-17	5	0.4089	43.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_operational_labor_event` News Operational Labor Event	local_model_data_foundation event	1	outcome_covered	2,853	2,853	2,377	83.3%	2026-06-02 -> 2026-06-17	5	0.3022	39.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_product_contract_event` News Product Contract Event	local_model_data_foundation event	1	outcome_covered	5,916	5,916	4,922	83.2%	2026-06-02 -> 2026-06-17	5	0.4475	43.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`news_regulatory_event` News Regulatory Event	local_model_data_foundation event	1	outcome_covered	7,861	7,861	6,599	83.9%	2026-06-02 -> 2026-06-17	5	0.4095	17.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_accounting_quality` SEC Accounting Quality	local_model_data_foundation risk	1	outcome_covered	22,812	22,812	19,572	85.8%	2026-06-01 -> 2026-06-17	5	0.7286	45.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_capital_structure_dilution` SEC Capital Structure And Dilution	local_model_data_foundation risk	1	outcome_covered	22,664	21,286	19,423	85.7%	2026-06-01 -> 2026-06-17	5	0.5126	20.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_cyber_legal_regulatory` SEC Cyber Legal And Regulatory	local_model_data_foundation risk	1	outcome_covered	22,932	20,814	19,691	85.9%	2026-06-01 -> 2026-06-17	5	0.6065	40.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_disclosure_change_risk` SEC Disclosure Change Risk	local_model_data_foundation risk	1	outcome_covered	20,814	20,814	17,574	84.4%	2026-06-01 -> 2026-06-17	5	0.6523	46.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_distress_financing` SEC Distress And Financing	local_model_data_foundation risk	1	outcome_covered	22,835	22,405	19,594	85.8%	2026-06-01 -> 2026-06-17	5	0.6718	34.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_governance_related_party` SEC Governance Related Party	local_model_data_foundation risk	1	outcome_covered	20,814	20,814	17,574	84.4%	2026-06-01 -> 2026-06-17	5	0.6226	45.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_insider_behavior` SEC Insider Behavior	local_model_data_foundation event	1	outcome_covered	22,861	20,814	19,620	85.8%	2026-06-01 -> 2026-06-17	5	0.4756	1.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_material_event_intelligence` SEC Material Event Intelligence	local_model_data_foundation event	1	outcome_covered	22,932	20,814	19,691	85.9%	2026-06-01 -> 2026-06-17	5	0.4679	1.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_merger_corporate_action` SEC Merger And Corporate Action	local_model_data_foundation event	1	outcome_covered	20,932	20,814	17,691	84.5%	2026-06-01 -> 2026-06-17	5	0.4811	1.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_ownership_control` SEC Ownership And Control	local_model_data_foundation event	1	outcome_covered	20,876	20,814	17,636	84.5%	2026-06-01 -> 2026-06-17	5	0.4981	2.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	1	outcome_covered	216,192	0	56,148	26.0%	2026-06-05 -> 2026-06-22	0	0.0743	39.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	5	outcome_covered	216,192	0	27,860	12.9%	2026-06-05 -> 2026-06-22	0	0.0665	56.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_accounting_quality_risk` SEC Notes Accounting Quality Risk	sec_statement_notes_signal_model risk	21	outcome_covered	147,753	0	3,715	2.5%	2009-04-30 -> 2026-05-29	24	0.5634	54.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_accounting_quality_risk` SEC Notes Accounting Quality Risk	sec_statement_notes_signal_model risk	63	outcome_covered	147,753	0	1,225	0.8%	2009-04-30 -> 2026-05-29	24	0.5634	48.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_concentration_supply_risk` SEC Notes Concentration And Supply Risk	sec_statement_notes_signal_model risk	21	outcome_covered	169,361	0	4,546	2.7%	2009-04-23 -> 2026-05-29	24	0.6591	54.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_concentration_supply_risk` SEC Notes Concentration And Supply Risk	sec_statement_notes_signal_model risk	63	outcome_covered	169,361	0	1,318	0.8%	2009-04-23 -> 2026-05-29	24	0.6591	48.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model risk	21	outcome_covered	211,535	0	4,834	2.3%	2009-04-15 -> 2026-05-29	24	0.8376	54.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model risk	63	outcome_covered	211,535	0	1,366	0.6%	2009-04-15 -> 2026-05-29	24	0.8376	48.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_dilution_instrument_risk` SEC Notes Dilution Instrument Risk	sec_statement_notes_signal_model risk	21	outcome_covered	204,515	0	4,679	2.3%	2009-04-15 -> 2026-05-29	24	0.8001	54.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_dilution_instrument_risk` SEC Notes Dilution Instrument Risk	sec_statement_notes_signal_model risk	63	outcome_covered	204,515	0	1,326	0.6%	2009-04-15 -> 2026-05-29	24	0.8001	48.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model risk	21	outcome_covered	211,838	0	4,922	2.3%	2009-04-15 -> 2026-05-29	24	0.6505	54.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model risk	63	outcome_covered	211,838	0	1,390	0.7%	2009-04-15 -> 2026-05-29	24	0.6505	48.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_related_party_risk` SEC Notes Related Party Risk	sec_statement_notes_signal_model risk	21	outcome_covered	122,348	0	3,131	2.6%	2009-04-15 -> 2026-05-29	24	0.5705	55.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model other	21	outcome_covered	158,424	0	4,717	3.0%	2009-04-15 -> 2026-05-29	24	0.5791	55.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model other	63	outcome_covered	158,424	0	1,349	0.9%	2009-04-15 -> 2026-05-29	24	0.5791	48.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models event	1	outcome_covered	10,913	0	9,579	87.8%	2026-06-02 -> 2026-06-17	5	0.4982	53.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models event	5	outcome_covered	10,883	0	4,389	40.3%	2026-06-02 -> 2026-06-17	5	0.5016	62.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models other	1	outcome_covered	27,016	0	4,221	15.6%	2026-06-10 -> 2026-06-22	0	0.0849	32.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`identity_corporate_structure_risk` Identity And Corporate Structure Risk	stock_decision_visibility_models risk	1	outcome_covered	16,288	0	13,922	85.5%	2026-06-05 -> 2026-06-17	5	0.3773	38.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models other	1	outcome_covered	173,647	0	21,324	12.3%	2026-06-10 -> 2026-06-22	0	0.0942	42.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models other	5	outcome_covered	173,647	0	4,231	2.4%	2026-06-10 -> 2026-06-22	0	0.0942	47.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sec_xbrl_reconciliation_signal` SEC XBRL Reconciliation Signal	stock_decision_visibility_models risk	1	outcome_covered	16,113	0	13,787	85.6%	2026-06-01 -> 2026-06-17	5	0.7941	19.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`government_trade_activity` Government Trade Activity	stock_opportunity_ensemble event	1	outcome_covered	16,090	16,090	12,837	79.8%	2026-06-05 -> 2026-06-17	5	0.1100	8.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`government_trade_activity` Government Trade Activity	stock_opportunity_ensemble event	5	outcome_covered	16,090	16,090	3,756	23.3%	2026-06-05 -> 2026-06-17	5	0.1099	7.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.