Component Signal Coverage

Executive Summary

Component-horizon rows135

Components tracked86

Signal rows10,604,870

Current eligible rows1,167,135

Evaluated outcomes3,123,143

Enabled outcome-covered rows41

Review-only outcome-covered rows60

Train-next positive candidates16

Inspect inverse/risk candidates11

awaiting_outcomes15

outcome_covered101

sparse_outcomes19

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
other2168,99325,53333.5%58.1%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_prediction533,47224,92274.5%55.6%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
analyst_forecaster_alpha
Analyst And Forecaster Alphastock_decision_visibility_models
event517,73016,34192.2%57.7%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
piotroski_financial_strength_score
Piotroski Financial Strength Scorestock_valuation_model_lab
quality2032,2266,85121.2%61.8%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
beneish_accounting_quality_score
Beneish Accounting Quality Scorestock_valuation_model_lab
risk2032,2266,85121.2%59.6%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
relative_multiples_value_score
Relative Multiples Value Scorestock_valuation_model_lab
value2032,2266,85121.2%56.9%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
sector_specific_value_score
Sector Specific Value Scorestock_valuation_model_lab
value2032,2266,85121.2%56.2%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
analyst_forecaster_alpha
Analyst And Forecaster Alphastock_decision_visibility_models
event2017,6955,63231.8%67.0%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
sec_notes_legal_contingency_risk
SEC Notes Legal And Contingency Risksec_statement_notes_signal_model
risk219,4865,4322.6%55.2%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
sec_notes_debt_liquidity_risk
SEC Notes Debt And Liquidity Risksec_statement_notes_signal_model
risk219,3205,3162.5%55.5%Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
sec_notes_dilution_instrument_risk
SEC Notes Dilution Instrument Risksec_statement_notes_signal_model
risk219,0245,1652.5%55.7%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
other219,0215,1553.3%55.9%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	21	68,993	25,533	33.5%	58.1%	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	33,472	24,922	74.5%	55.6%	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	17,730	16,341	92.2%	57.7%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`piotroski_financial_strength_score` Piotroski Financial Strength Score	stock_valuation_model_lab quality	20	32,226	6,851	21.2%	61.8%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`beneish_accounting_quality_score` Beneish Accounting Quality Score	stock_valuation_model_lab risk	20	32,226	6,851	21.2%	59.6%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`relative_multiples_value_score` Relative Multiples Value Score	stock_valuation_model_lab value	20	32,226	6,851	21.2%	56.9%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`sector_specific_value_score` Sector Specific Value Score	stock_valuation_model_lab value	20	32,226	6,851	21.2%	56.2%	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	20	17,695	5,632	31.8%	67.0%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`sec_notes_legal_contingency_risk` SEC Notes Legal And Contingency Risk	sec_statement_notes_signal_model risk	21	9,486	5,432	2.6%	55.2%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`sec_notes_debt_liquidity_risk` SEC Notes Debt And Liquidity Risk	sec_statement_notes_signal_model risk	21	9,320	5,316	2.5%	55.5%	Prioritize in challenger-stack training; still require leakage, sector, and stability review before promotion.
`sec_notes_dilution_instrument_risk` SEC Notes Dilution Instrument Risk	sec_statement_notes_signal_model risk	21	9,024	5,165	2.5%	55.7%	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	9,021	5,155	3.3%	55.9%	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
other1195,787165,63652.3%39.3%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
other1130,40198,07340.6%39.6%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
risk132,86632,75499.7%37.5%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
risk131,53132,04799.3%19.7%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
other132,53625,49570.1%32.7%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
other532,53621,67759.6%37.7%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
census_activity_pressure_score
Census Activity Pressure Scorestock_decision_visibility_models
other118,50715,30514.3%34.7%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
forward_estimate_value_score
Forward Estimate Value Scorestock_valuation_model_lab
value2032,2266,85121.2%7.2%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
bea_supply_chain_pressure_score
BEA Supply Chain Pressure Scorestock_decision_visibility_models
other2032,8665,78417.6%44.7%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
dividend_income_value_score
Dividend Income Value Scorestock_valuation_model_lab
value2032,2265,73617.8%35.7%Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
factor_adjusted_residual_momentum
Factor Adjusted Residual Momentumfactor_attribution_model
momentum213,7243,71299.7%44.3%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	195,787	165,636	52.3%	39.3%	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	130,401	98,073	40.6%	39.6%	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	32,866	32,754	99.7%	37.5%	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	31,531	32,047	99.3%	19.7%	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	32,536	25,495	70.1%	32.7%	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	5	32,536	21,677	59.6%	37.7%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	1	18,507	15,305	14.3%	34.7%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`forward_estimate_value_score` Forward Estimate Value Score	stock_valuation_model_lab value	20	32,226	6,851	21.2%	7.2%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`bea_supply_chain_pressure_score` BEA Supply Chain Pressure Score	stock_decision_visibility_models other	20	32,866	5,784	17.6%	44.7%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`dividend_income_value_score` Dividend Income Value Score	stock_valuation_model_lab value	20	32,226	5,736	17.8%	35.7%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.
`factor_adjusted_residual_momentum` Factor Adjusted Residual Momentum	factor_attribution_model momentum	21	3,724	3,712	99.7%	44.3%	Inspect sign/orientation. Low directional hit can still be useful as an inverted or risk-avoidance feature.

Validate In StackComponentOwnerHorizonCurrent SignalsEvaluatedEval %Hit RateNext Action
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph
other5195,790145,25945.8%46.3%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models
other5130,40180,48433.3%47.0%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph
other1068,97660,46579.3%52.7%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
historical_price_factor_alpha
Historical Price Factor Alphalocal_model_data_foundation
return_prediction133,47231,33093.6%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
event117,76017,08896.2%53.6%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
census_activity_pressure_score
Census Activity Pressure Scorestock_decision_visibility_models
other518,50711,63210.9%48.7%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
cash_flow_yield_value_score
Cash Flow Yield Value Scorestock_valuation_model_lab
value2032,2265,73417.8%55.0%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
factor_tilt_value_quality_score
Factor Tilt Value Quality Scorestock_valuation_model_lab
value2032,2265,73417.8%54.8%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
quality_compounder_value_score
Quality Compounder Value Scorestock_valuation_model_lab
quality2032,2265,73417.8%53.9%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
residual_income_value_score
Residual Income Value Scorestock_valuation_model_lab
value2032,2265,73417.8%53.7%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
shareholder_yield_value_score
Shareholder Yield Value Scorestock_valuation_model_lab
value2032,2265,73417.8%53.2%Coverage is usable; test incremental lift in constrained stack before any manual weighting.
magic_formula_value_score
Magic Formula Value Scorestock_valuation_model_lab
value2032,2265,73417.8%52.9%Coverage is usable; test incremental lift in constrained stack before any manual weighting.

Component	Owner	Horizon	Current Signals	Evaluated	Eval %	Hit Rate	Next Action
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	5	195,790	145,259	45.8%	46.3%	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	130,401	80,484	33.3%	47.0%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	10	68,976	60,465	79.3%	52.7%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation return_prediction	1	33,472	31,330	93.6%	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	17,760	17,088	96.2%	53.6%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	5	18,507	11,632	10.9%	48.7%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`cash_flow_yield_value_score` Cash Flow Yield Value Score	stock_valuation_model_lab value	20	32,226	5,734	17.8%	55.0%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`factor_tilt_value_quality_score` Factor Tilt Value Quality Score	stock_valuation_model_lab value	20	32,226	5,734	17.8%	54.8%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`quality_compounder_value_score` Quality Compounder Value Score	stock_valuation_model_lab quality	20	32,226	5,734	17.8%	53.9%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`residual_income_value_score` Residual Income Value Score	stock_valuation_model_lab value	20	32,226	5,734	17.8%	53.7%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`shareholder_yield_value_score` Shareholder Yield Value Score	stock_valuation_model_lab value	20	32,226	5,734	17.8%	53.2%	Coverage is usable; test incremental lift in constrained stack before any manual weighting.
`magic_formula_value_score` Magic Formula Value Score	stock_valuation_model_lab value	20	32,226	5,734	17.8%	52.9%	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.

Queued Outcome Gaps

This DB-local section comes from research.component_signal_outcome_gap_operator_view joined to the model-development queue. It separates missing curated price_history assets from rows that appear immature or need another bounded outcome-sync pass. Maturity is estimated from catalog price coverage dates; exact sync still reads local price Parquet by trading-session offset. For a single queued row, start with .\scripts\run-stock-opportunity-research-training.ps1 -ComponentKey <key> -OwnerName <owner> -OutcomeHorizon <days> -SkipTraining; train only after the local sync increases evaluated rows or the queue already satisfies the training gates.

Queued gap rows40

Pending outcomes731,104

Missing price rows9,920

Estimated not matured251,009

Estimated mature pending291,152

backfill_missing_price_history8

rerun_or_inspect_component_outcome_sync32

Rank	Component	Owner / Action	Horizon	Status	Pending	Missing Price	Not Matured	Mature Pending	Price Coverage	Examples	Operator Action
1	`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph test_inverted_sign_and_risk_filter	1	backfill_missing_price_history	39,558	2,147	29	37	2026-07-01 -> 2026-07-16	0DP4.L, 0F2Q.L, 0FM2.L, 0H7S.L, 0HYR.L, 0I17.L, 0IBD.L, 0JOE.L, 0JXB.L, 0K9K.L, 0KH6.L, 0KW8.L	Backfill or repair curated price_history assets for the missing symbols, then rerun bounded component-outcome sync.
2	`macro_regime_pressure_score` Macro Regime Pressure Score	stock_decision_visibility_models test_inverted_sign_and_risk_filter	1	backfill_missing_price_history	37,516	2,096	26	30	2026-07-01 -> 2026-07-16	0DP4.L, 0F2Q.L, 0FM2.L, 0H7S.L, 0HYR.L, 0I17.L, 0IBD.L, 0JOE.L, 0JXB.L, 0K9K.L, 0KH6.L, 0KW8.L	Backfill or repair curated price_history assets for the missing symbols, then rerun bounded component-outcome sync.
3	`sec_xbrl_reconciliation_signal` SEC XBRL Reconciliation Signal	stock_decision_visibility_models test_inverted_sign_and_risk_filter	1	rerun_or_inspect_component_outcome_sync	100	0	8	0	2026-07-01 -> 2026-07-13		Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
4	`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models test_inverted_sign_and_risk_filter	1	backfill_missing_price_history	7,577	384	7	12	2026-07-01 -> 2026-07-16	0JXB.L, 0Q82.L, 0QLY.L, 0UAI.L, AGK.L, ALA-PK.TO, ALP-PQ, ALRCF, APF.L, APY.TO, BAM-A.TO, BIR-PC.TO	Backfill or repair curated price_history assets for the missing symbols, then rerun bounded component-outcome sync.
5	`identity_corporate_structure_risk` Identity And Corporate Structure Risk	stock_decision_visibility_models test_inverted_sign_and_risk_filter	1	rerun_or_inspect_component_outcome_sync	112	0	9	0	2026-07-01 -> 2026-07-13		Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
6	`forward_estimate_value_score` Forward Estimate Value Score	stock_valuation_model_lab test_inverted_sign_and_risk_filter	20	rerun_or_inspect_component_outcome_sync	25,375	0	13,765	11,442	2026-07-01 -> 2026-07-16	A, AA, AAL, AAMI, AAOI, AAON, AAP, AAPL, AAT, AB, ABBV, ABCB	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
7	`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models test_inverted_sign_and_risk_filter	5	backfill_missing_price_history	11,392	384	19	3,487	2026-07-01 -> 2026-07-16	0JXB.L, 0Q82.L, 0QLY.L, 0UAI.L, AGK.L, ALA-PK.TO, ALP-PQ, ALRCF, APF.L, APY.TO, BAM-A.TO, BIR-PC.TO	Backfill or repair curated price_history assets for the missing symbols, then rerun bounded component-outcome sync.
8	`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models test_inverted_sign_and_risk_filter	1	backfill_missing_price_history	6,229	333	14	10	2026-07-01 -> 2026-07-16	0F2Q.L, 0H7S.L, 0IBD.L, 0JOE.L, 0K9K.L, 0KH6.L, 0LN5.L, 0M1U.L, 0M3F.L, 0MSG.L, 0N42.L, 0QKJ.L	Backfill or repair curated price_history assets for the missing symbols, then rerun bounded component-outcome sync.
9	`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph train_direct_challenger	21	rerun_or_inspect_component_outcome_sync	47,146	0	15,531	31,435	2026-07-01 -> 2026-07-16	A, AA, AAA, AAACX, AABB, AABPX, AACG, AACS, AADBX, AADEX, AAFTX, AAGC	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
10	`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation train_direct_challenger	5	rerun_or_inspect_component_outcome_sync	8,550	0	6,388	2,144	2026-07-01 -> 2026-07-16	A, AA, AAL, AAON, AAP, AAPL, AB, ABCB, ABEO, ABEV, ABG, ABM	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
11	`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models train_direct_challenger	5	rerun_or_inspect_component_outcome_sync	1,389	0	1,358	4	2026-07-01 -> 2026-07-16	CPRX, EEX, NUVL	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
12	`analyst_forecaster_alpha` Analyst And Forecaster Alpha	stock_decision_visibility_models train_direct_challenger	20	rerun_or_inspect_component_outcome_sync	12,063	0	6,810	5,208	2026-07-01 -> 2026-07-16	A, AAL, AAON, AAPL, AB, ABBV, ABCB, ABCL, ABG, ABM, ABNB, ABT	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
13	`dividend_income_value_score` Dividend Income Value Score	stock_valuation_model_lab test_inverted_sign_and_risk_filter	20	rerun_or_inspect_component_outcome_sync	26,490	0	13,765	12,557	2026-07-01 -> 2026-07-16	A, AA, AAL, AAMI, AAOI, AAON, AAP, AAPL, AAT, AB, ABBV, ABCB	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
14	`piotroski_financial_strength_score` Piotroski Financial Strength Score	stock_valuation_model_lab train_direct_challenger	20	rerun_or_inspect_component_outcome_sync	25,375	0	13,765	11,442	2026-07-01 -> 2026-07-16	A, AA, AAL, AAMI, AAOI, AAON, AAP, AAPL, AAT, AB, ABBV, ABCB	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
15	`beneish_accounting_quality_score` Beneish Accounting Quality Score	stock_valuation_model_lab train_direct_challenger	20	rerun_or_inspect_component_outcome_sync	25,375	0	13,765	11,442	2026-07-01 -> 2026-07-16	A, AA, AAL, AAMI, AAOI, AAON, AAP, AAPL, AAT, AB, ABBV, ABCB	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
16	`historical_price_factor_alpha` Historical Price Factor Alpha	local_model_data_foundation train_direct_challenger	21	rerun_or_inspect_component_outcome_sync	29,732	0	18,325	11,365	2026-07-01 -> 2026-07-16	A, AA, AAL, AAON, AAP, AAPL, AB, ABCB, ABEO, ABEV, ABG, ABM	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
17	`relative_multiples_value_score` Relative Multiples Value Score	stock_valuation_model_lab train_direct_challenger	20	rerun_or_inspect_component_outcome_sync	25,375	0	13,765	11,442	2026-07-01 -> 2026-07-16	A, AA, AAL, AAMI, AAOI, AAON, AAP, AAPL, AAT, AB, ABBV, ABCB	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
18	`sector_specific_value_score` Sector Specific Value Score	stock_valuation_model_lab train_direct_challenger	20	rerun_or_inspect_component_outcome_sync	25,375	0	13,765	11,442	2026-07-01 -> 2026-07-16	A, AA, AAL, AAMI, AAOI, AAON, AAP, AAPL, AAT, AB, ABBV, ABCB	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
19	`sec_notes_segment_complexity_signal` SEC Notes Segment Complexity Signal	sec_statement_notes_signal_model train_direct_challenger	21	rerun_or_inspect_component_outcome_sync	3,866	0	0	3,725	2026-07-01 -> 2026-07-16	AAAU, AACBU, AACIW, AACOW, AACPU, AAMI, AAOI, AAON, AAP, AAPI, AAPL, AARD	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.
20	`sec_notes_concentration_supply_risk` SEC Notes Concentration And Supply Risk	sec_statement_notes_signal_model train_direct_challenger	21	rerun_or_inspect_component_outcome_sync	3,650	0	0	3,514	2026-07-01 -> 2026-07-16	AAAU, AACIW, AACOW, AAMI, AAOI, AAON, AAP, AAPL, AARD, AAT, AAWH, ABAT	Price assets exist for pending rows. Rerun bounded component-outcome sync, then inspect remaining examples for unreadable or insufficient price files.

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_foundation141,326244,05496.3%49.8%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation141,326244,05496.3%48.5%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
markov_state_blend
Markov State Blendlocal_model_data_foundation541,326217,93586.0%40.6%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation541,326217,93586.0%39.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
markov_state_blend
Markov State Blendlocal_model_data_foundation1041,326173,36868.4%38.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation1041,326173,36868.4%35.6%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
fundamental_quality
Fundamental Qualitylocal_model_data_foundation141,41241,28999.6%51.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
fundamental_value
Fundamental Valuelocal_model_data_foundation141,41241,28999.6%50.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
liquidity_dilution_risk
Liquidity And Dilution Risklocal_model_data_foundation141,41241,28999.6%10.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
markov_state_blend
Markov State Blendlocal_model_data_foundation2141,32639,05415.4%23.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation2141,32639,05415.4%21.4%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
government_trade_activity
Government Trade Activitystock_opportunity_ensemble134,53534,41399.6%7.6%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	41,326	244,054	96.3%	49.8%	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	41,326	244,054	96.3%	48.5%	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	41,326	217,935	86.0%	40.6%	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	41,326	217,935	86.0%	39.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`markov_state_blend` Markov State Blend	local_model_data_foundation	10	41,326	173,368	68.4%	38.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	10	41,326	173,368	68.4%	35.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`fundamental_quality` Fundamental Quality	local_model_data_foundation	1	41,412	41,289	99.6%	51.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`fundamental_value` Fundamental Value	local_model_data_foundation	1	41,412	41,289	99.6%	50.7%	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	41,412	41,289	99.6%	10.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`markov_state_blend` Markov State Blend	local_model_data_foundation	21	41,326	39,054	15.4%	23.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	21	41,326	39,054	15.4%	21.4%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`government_trade_activity` Government Trade Activity	stock_opportunity_ensemble	1	34,535	34,413	99.6%	7.6%	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_graph10165,63652.3%39.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph50145,25945.8%46.3%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models1098,07340.6%39.6%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
macro_regime_pressure_score
Macro Regime Pressure Scorestock_decision_visibility_models5080,48433.3%47.0%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph10060,46579.3%52.7%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_models1032,75499.7%37.5%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
sec_xbrl_reconciliation_signal
SEC XBRL Reconciliation Signalstock_decision_visibility_models1032,04799.3%19.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
historical_price_factor_alpha
Historical Price Factor Alphalocal_model_data_foundation1031,33093.6%51.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph21025,53333.5%58.1%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
energy_commodity_exposure_score
Energy And Commodity Exposure Scorestock_decision_visibility_models1025,49570.1%32.7%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
historical_price_factor_alpha
Historical Price Factor Alphalocal_model_data_foundation5024,92274.5%55.6%Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
energy_commodity_exposure_score
Energy And Commodity Exposure Scorestock_decision_visibility_models5021,67759.6%37.7%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	165,636	52.3%	39.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	5	145,259	45.8%	46.3%	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	98,073	40.6%	39.6%	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	5	80,484	33.3%	47.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	10	60,465	79.3%	52.7%	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	32,754	99.7%	37.5%	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	32,047	99.3%	19.7%	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	1	31,330	93.6%	51.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	21	25,533	33.5%	58.1%	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	1	25,495	70.1%	32.7%	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	5	24,922	74.5%	55.6%	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	5	21,677	59.6%	37.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.

Sparse Outcome InputsComponentOwnerHorizonCurrent EligibleEvaluatedEval %Hit RateAction
energy_commodity_exposure_score
Energy And Commodity Exposure Scorestock_decision_visibility_models2007202.0%39.9%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_lab210940.7%63.8%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_lab210760.5%59.2%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_lab210730.5%35.6%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_lab210640.5%51.6%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
commodity_carry_value_score
Commodity Carry Value Scorestock_valuation_model_lab200180.1%33.3%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
commodity_inventory_positioning_value_score
Commodity Inventory And Positioning Value Scorestock_valuation_model_lab200180.1%44.4%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
cost_of_capital_adjusted_value_score
Cost Of Capital Adjusted Value Scorestock_valuation_model_lab200180.1%66.7%Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.

Component	Owner	Horizon	Evaluated	Eval %	Hit Rate	Action
`energy_commodity_exposure_score` Energy And Commodity Exposure Score	stock_decision_visibility_models	20	720	2.0%	39.9%	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	21	94	0.7%	63.8%	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	21	76	0.5%	59.2%	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	21	73	0.5%	35.6%	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	21	64	0.5%	51.6%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`commodity_carry_value_score` Commodity Carry Value Score	stock_valuation_model_lab	20	18	0.1%	33.3%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`commodity_inventory_positioning_value_score` Commodity Inventory And Positioning Value Score	stock_valuation_model_lab	20	18	0.1%	44.4%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`cost_of_capital_adjusted_value_score` Cost Of Capital Adjusted Value Score	stock_valuation_model_lab	20	18	0.1%	66.7%	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_foundation6341,32600.0%No matured outcome rows yet; keep collecting forward returns before training.
neural_market_horizon
Neural Market Horizonlocal_model_data_foundation6341,32600.0%No matured outcome rows yet; keep collecting forward returns before training.
relationship_exposure_score
Relationship Exposure Scoremarket_relationship_graph63000.0%No matured outcome rows yet; keep collecting forward returns before training.
census_activity_pressure_score
Census Activity Pressure Scorestock_decision_visibility_models20000.0%No matured outcome rows yet; keep collecting forward returns before training.
historical_earnings_surprise_alpha
Historical Earnings Surprise Alphahistorical_alpha_model_lab63000.0%No matured outcome rows yet; keep collecting forward returns before training.
historical_fundamental_factor_alpha
Historical Fundamental Factor Alphahistorical_alpha_model_lab63000.0%No matured outcome rows yet; keep collecting forward returns before training.
historical_sec_filing_event_alpha
Historical SEC Filing Event Alphahistorical_alpha_model_lab63000.0%No matured outcome rows yet; keep collecting forward returns before training.
historical_dividend_policy_alpha
Historical Dividend Policy Alphahistorical_alpha_model_lab63000.0%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	63	41,326	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`neural_market_horizon` Neural Market Horizon	local_model_data_foundation	63	41,326	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph	63	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models	20	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`historical_earnings_surprise_alpha` Historical Earnings Surprise Alpha	historical_alpha_model_lab	63	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`historical_fundamental_factor_alpha` Historical Fundamental Factor Alpha	historical_alpha_model_lab	63	0	0.0%	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	63	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab	63	0	0.0%	No matured outcome rows yet; keep collecting forward returns before training.

Ontology Concept Coverage

Concept tags come from research.component_definition.metadata.ontology_concepts and are summarized through research.component_ontology_concept_operator_view. They organize review-only and enabled model inputs by meaning; they do not change rank weights.

Concept	Meaning	Components	Component-Horizon Rows	Signals	Current Signals	Evaluated	Latest Signal	Owners
`forecast_opinion` Forecast opinion	Analyst, price-target, market-opinion, or other forecast-view evidence.	7	19	2,700,353	2,700,319	1,462,677	2026-07-13	local_model_data_foundation, stock_decision_visibility_models, stock_valuation_model_lab
`price_momentum_regime` Price momentum regime	Recent price-action, Markov state, momentum, mean-reversion, or risk-appetite evidence.	5	15	2,671,830	2,671,796	1,418,260	2026-07-16	factor_attribution_model, local_model_data_foundation, stock_valuation_model_lab
`macro_sector_transmission` Macro and sector transmission	Policy, commodity, geopolitical, sector, or broad macro transmission evidence.	9	22	2,468,705	1,480,117	766,984	2026-07-13	local_model_data_foundation, market_relationship_graph, stock_decision_visibility_models, stock_opportunity_ensemble, stock_valuation_model_lab
`capital_structure_dilution` Capital structure and dilution	Share supply, offering, convertible, warrant, shelf, or dilution evidence.	6	10	1,364,800	171,643	130,980	2026-07-13	local_model_data_foundation, sec_statement_notes_signal_model
`accounting_quality` Accounting quality	Financial reporting, controls, restatement, auditor, or XBRL-quality evidence.	7	11	1,054,447	182,737	88,050	2026-07-13	local_model_data_foundation, sec_statement_notes_signal_model, stock_decision_visibility_models, stock_valuation_model_lab
`fundamental_value` Fundamental value	Cheapness, intrinsic value, cash-flow yield, book value, peer, DCF, or expected-return evidence from company fundamentals.	29	31	815,006	814,188	147,616	2026-07-16	historical_alpha_model_lab, local_model_data_foundation, stock_decision_visibility_models, stock_valuation_model_lab
`distress_financing` Distress and financing	Default, covenant, liquidity warning, refinancing, going-concern, or solvency evidence.	7	9	793,069	186,334	93,008	2026-07-13	local_model_data_foundation, sec_statement_notes_signal_model, stock_valuation_model_lab
`legal_regulatory_risk` Legal and regulatory risk	Litigation, investigation, enforcement, approval, recall, or compliance evidence.	3	5	683,512	76,459	55,297	2026-07-13	local_model_data_foundation, sec_statement_notes_signal_model
`issuer_disclosure` Issuer disclosure	First-party issuer or distributor communication evidence.	5	9	602,741	153,806	98,354	2026-07-16	historical_alpha_model_lab, local_model_data_foundation, sec_statement_notes_signal_model, stock_decision_visibility_models
`supply_chain_logistics` Supply-chain logistics	Logistics capacity, supplier delay, inventory shortage, or working-capital pressure evidence.	2	4	540,946	58,918	14,040	2026-07-13	sec_statement_notes_signal_model, stock_decision_visibility_models
`operating_performance_expectations` Operating performance expectations	Earnings, guidance, demand, margin, backlog, or estimate-expectation evidence.	5	9	435,100	169,428	77,929	2026-07-16	historical_alpha_model_lab, local_model_data_foundation, stock_decision_visibility_models, stock_valuation_model_lab
`governance_related_party` Governance and related party	Related-party, insider loan, guarantee, compensation, or conflict-of-interest evidence.	3	5	431,942	83,546	68,639	2026-07-13	local_model_data_foundation, sec_statement_notes_signal_model
`quality_compounding` Quality compounding	Durable profitability, ROIC, margin quality, conservative reinvestment, or quality-at-a-fair-price evidence.	12	14	377,963	377,605	94,748	2026-07-16	historical_alpha_model_lab, local_model_data_foundation, stock_valuation_model_lab
`margin_of_safety` Margin of safety	Balance-sheet cushion, net-asset-value support, downside discount, intrinsic-to-price spread, or conservative valuation buffer evidence.	13	13	344,763	344,407	76,917	2026-07-13	local_model_data_foundation, stock_decision_visibility_models, stock_valuation_model_lab
`valuation_sentiment` Valuation sentiment	Valuation, trade idea, market sentiment, or expected-return narrative evidence.	5	7	151,629	151,561	84,476	2026-07-13	local_model_data_foundation, stock_decision_visibility_models, stock_valuation_model_lab
`commodity_price_exposure` Commodity price exposure	Commodity price, fuel-cost, producer cash-flow, or commodity-cycle evidence.	3	5	146,091	134,518	47,928	2026-07-13	stock_decision_visibility_models, stock_valuation_model_lab
`capital_return_policy` Capital return policy	Dividend, buyback, or shareholder capital-return evidence.	5	7	135,516	135,426	28,947	2026-07-16	historical_alpha_model_lab, local_model_data_foundation, stock_valuation_model_lab
`ownership_control` Ownership and control	Beneficial ownership, activist, dual-class, concentration, or governance-control evidence.	4	4	105,823	105,665	95,292	2026-07-13	local_model_data_foundation, stock_decision_visibility_models
`residual_return_regime` Residual return regime	Factor-adjusted residual return, idiosyncratic shock, or relative-performance evidence.	2	4	104,140	104,140	63,704	2026-07-16	factor_attribution_model, local_model_data_foundation
`trade_policy_sensitivity` Trade policy sensitivity	Tariff, sanctions, export-control, market-access, or trade-policy cost evidence.	1	3	103,605	103,605	69,929	2026-07-13	stock_opportunity_ensemble
`corporate_action_control` Corporate action and control	M&A, divestiture, strategic review, takeover, or control-change evidence.	4	4	99,240	99,218	77,980	2026-07-13	local_model_data_foundation, stock_valuation_model_lab
`disclosure_change_risk` Disclosure change risk	Risk-factor, MD&A, legal, liquidity, controls, or disclosure-novelty evidence.	2	4	73,019	73,019	36,329	2026-07-16	historical_alpha_model_lab, local_model_data_foundation
`liquidity_capacity` Liquidity and capacity	Average dollar-volume, execution capacity, slippage, or tradability evidence.	1	1	41,454	41,412	41,289	2026-07-13	local_model_data_foundation
`cybersecurity_risk` Cybersecurity risk	Cyber incident, breach, ransomware, vulnerability, or cyber-demand evidence.	2	2	37,911	37,911	36,589	2026-07-13	local_model_data_foundation
`insider_ownership_behavior` Insider ownership behavior	Insider transaction, ownership-alignment, purchase, sale, grant, or exercise evidence.	1	1	34,503	34,503	33,285	2026-07-13	local_model_data_foundation
`monetary_policy_rates` Monetary policy and rates	Interest-rate, discount-rate, financing-cost, credit-condition, or valuation-rate evidence.	1	1	18,477	18,455	18	2026-07-13	stock_valuation_model_lab
`product_contract_commercialization` Product, contract, and commercialization	Product, customer, contract, partnership, launch, approval, or commercialization evidence.	1	1	10,880	10,880	10,512	2026-07-13	local_model_data_foundation
`operational_labor_risk` Operational and labor risk	Restructuring, labor, production, cost, disruption, or capacity evidence.	1	1	5,346	5,346	5,163	2026-07-13	local_model_data_foundation

Owner Summary

Owner	Component-Horizon Rows	Signal Rows	Evaluated Rows
factor_attribution_model	1	3,724	3,712
historical_alpha_model_lab	12	163,560	21,052
local_model_data_foundation	43	3,340,118	2,083,517
market_relationship_graph	6	1,118,097	401,878
sec_statement_notes_signal_model	21	3,677,310	56,310
stock_decision_visibility_models	17	1,331,532	366,262
stock_opportunity_ensemble	3	103,605	69,929
stock_valuation_model_lab	32	866,924	120,483

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	63	awaiting_outcomes	13,324	0	0	0.0%	2026-06-05 -> 2026-07-16	2	0.3225		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	13,847	0	0	0.0%	2026-06-05 -> 2026-07-16	2	0.2504		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	13,825	0	0	0.0%	2026-06-05 -> 2026-07-16	2	0.2784		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	13,524	0	0	0.0%	2026-06-05 -> 2026-07-16	2	0.3297		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	253,543	41,326	0	0.0%	2026-05-29 -> 2026-07-13	5	0.5064		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	253,543	41,326	0	0.0%	2026-05-29 -> 2026-07-13	5	0.5308		No matured outcome rows yet; keep collecting forward returns before training.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	63	awaiting_outcomes	76,220	0	0	0.0%	2026-04-30 -> 2026-07-13	5	0.2447		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	147,752	0	0	0.0%	2009-04-30 -> 2026-05-29	50	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	169,360	0	0	0.0%	2009-04-23 -> 2026-05-29	50	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	50	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	204,514	0	0	0.0%	2009-04-15 -> 2026-05-29	50	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	211,837	0	0	0.0%	2009-04-15 -> 2026-05-29	50	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	122,349	0	0	0.0%	2009-04-15 -> 2026-05-29	50	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	158,423	0	0	0.0%	2009-04-15 -> 2026-05-29	50	0.5791		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	107,053	0	0	0.0%	2026-06-20 -> 2026-07-02	16	0.0634		No matured outcome rows yet; keep collecting forward returns before training.
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab value	21	sparse_outcomes	13,324	0	94	0.7%	2026-06-05 -> 2026-07-16	2	0.2853	63.8%	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	21	sparse_outcomes	13,847	0	76	0.5%	2026-06-05 -> 2026-07-16	2	0.2136	59.2%	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	21	sparse_outcomes	13,825	0	73	0.5%	2026-06-05 -> 2026-07-16	2	0.2455	35.6%	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	21	sparse_outcomes	13,524	0	64	0.5%	2026-06-05 -> 2026-07-16	2	0.3005	51.6%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`beneficial_ownership_control_signal` Beneficial Ownership Control Signal	stock_decision_visibility_models risk	20	sparse_outcomes	7,994	0	13	0.2%	2026-06-01 -> 2026-07-13	5	0.7686	15.4%	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	20	sparse_outcomes	36,379	0	720	2.0%	2026-06-10 -> 2026-07-02	16	0.0830	39.9%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_statement_segment_sotp_signal` SEC Statement Segment/SOTP Visibility Signal	stock_decision_visibility_models value	20	sparse_outcomes	17,364	0	17	0.1%	2026-06-01 -> 2026-07-13	5	0.7424	52.9%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`commodity_carry_value_score` Commodity Carry Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.1986	33.3%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`commodity_inventory_positioning_value_score` Commodity Inventory And Positioning Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.2684	44.4%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`cost_of_capital_adjusted_value_score` Cost Of Capital Adjusted Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.5717	66.7%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`explicit_dcf_scenario_value_score` Explicit DCF Scenario Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.4740	16.7%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`graham_deep_value_score` Graham Deep Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.8058	27.8%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`mna_private_market_activity_score` M&A Private-Market Activity Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.1298	16.7%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`reverse_dcf_value_score` Reverse DCF Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.4854	72.2%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_buyback_capital_return_score` SEC Buyback Capital Return Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.3664	5.6%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_segment_sotp_value_score` SEC Segment SOTP Value Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.5864	22.2%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_statement_altman_solvency_score` SEC Statement Altman Solvency Score	stock_valuation_model_lab risk	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.6318	38.9%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_statement_beneish_accounting_quality_score` SEC Statement Beneish Accounting Quality Score	stock_valuation_model_lab risk	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.5398	27.8%	Outcome sample is still sparse; keep as review-only unless promoted by a narrower operator gate.
`sec_statement_financial_quality_score` SEC Statement Financial Quality Score	stock_valuation_model_lab value	20	sparse_outcomes	18,477	0	18	0.1%	2026-06-01 -> 2026-07-13	5	0.8199	22.2%	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	3,724	0	3,712	99.7%	2026-05-29 -> 2026-05-29	50	0.4724	44.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_dividend_policy_alpha` Historical Dividend Policy Alpha	historical_alpha_model_lab value	5	outcome_covered	13,324	0	5,207	39.1%	2026-06-05 -> 2026-07-16	2	0.2070	50.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_earnings_surprise_alpha` Historical Earnings Surprise Alpha	historical_alpha_model_lab event	5	outcome_covered	13,847	0	5,257	38.0%	2026-06-05 -> 2026-07-16	2	0.2092	49.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_fundamental_factor_alpha` Historical Fundamental Factor Alpha	historical_alpha_model_lab value	5	outcome_covered	13,825	0	5,244	37.9%	2026-06-05 -> 2026-07-16	2	0.2786	52.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`historical_sec_filing_event_alpha` Historical SEC Filing Event Alpha	historical_alpha_model_lab event	5	outcome_covered	13,524	0	5,037	37.2%	2026-06-05 -> 2026-07-16	2	0.2306	49.9%	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	41,454	41,412	41,289	99.6%	2026-06-01 -> 2026-07-13	5	0.9972	51.1%	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	41,454	41,412	41,289	99.6%	2026-06-01 -> 2026-07-13	5	0.9972	50.7%	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	32,448	32,448	31,229	96.2%	2026-06-01 -> 2026-07-13	5	0.8498	47.7%	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	1	outcome_covered	33,472	0	31,330	93.6%	2026-05-26 -> 2026-07-16	2	0.2118	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	33,472	0	24,922	74.5%	2026-05-26 -> 2026-07-16	2	0.2275	55.6%	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	21	outcome_covered	33,472	0	3,740	11.2%	2026-05-26 -> 2026-07-16	2	0.2494	67.1%	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	41,454	41,412	41,289	99.6%	2026-06-01 -> 2026-07-13	5	0.9972	10.1%	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	1	outcome_covered	253,543	41,326	244,054	96.3%	2026-05-29 -> 2026-07-13	5	0.4999	49.8%	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	5	outcome_covered	253,543	41,326	217,935	86.0%	2026-05-29 -> 2026-07-13	5	0.5024	40.6%	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	253,543	41,326	173,368	68.4%	2026-05-29 -> 2026-07-13	5	0.5019	38.3%	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	21	outcome_covered	253,543	41,326	39,054	15.4%	2026-05-29 -> 2026-07-13	5	0.5246	23.1%	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	253,543	41,326	244,054	96.3%	2026-05-29 -> 2026-07-13	5	0.5167	48.5%	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	253,543	41,326	217,935	86.0%	2026-05-29 -> 2026-07-13	5	0.5200	39.7%	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	253,543	41,326	173,368	68.4%	2026-05-29 -> 2026-07-13	5	0.5235	35.6%	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	21	outcome_covered	253,543	41,326	39,054	15.4%	2026-05-29 -> 2026-07-13	5	0.5520	21.4%	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	20,921	20,921	20,216	96.6%	2026-06-02 -> 2026-07-13	5	0.4988	51.6%	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	12,547	12,547	12,158	96.9%	2026-06-02 -> 2026-07-13	5	0.4002	17.3%	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	13,618	13,618	13,254	97.3%	2026-06-02 -> 2026-07-13	5	0.3936	35.4%	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	3,337	3,337	3,233	96.9%	2026-06-02 -> 2026-07-13	5	0.4050	14.8%	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	18,605	18,605	18,007	96.8%	2026-06-02 -> 2026-07-13	5	0.3489	12.8%	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	21,535	21,535	20,801	96.6%	2026-06-01 -> 2026-07-13	5	0.8482	51.8%	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	6,416	6,416	6,219	96.9%	2026-06-02 -> 2026-07-13	5	0.3762	12.3%	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	15,214	0	15,058	99.0%	2026-06-02 -> 2026-07-13	5	0.4987	55.4%	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	5	outcome_covered	15,184	0	15,017	98.9%	2026-06-02 -> 2026-07-13	5	0.5011	58.4%	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	20	outcome_covered	15,156	0	5,038	33.2%	2026-06-02 -> 2026-07-13	5	0.5021	67.2%	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	20,066	20,066	19,404	96.7%	2026-06-02 -> 2026-07-13	5	0.6520	49.3%	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	5,345	5,345	5,155	96.4%	2026-06-02 -> 2026-07-13	5	0.2918	18.7%	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	13,003	13,003	12,614	97.0%	2026-06-02 -> 2026-07-13	5	0.4070	43.3%	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	5,346	5,346	5,163	96.6%	2026-06-02 -> 2026-07-13	5	0.3011	40.7%	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	10,880	10,880	10,512	96.6%	2026-06-02 -> 2026-07-13	5	0.4470	45.4%	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	13,427	13,427	13,082	97.4%	2026-06-02 -> 2026-07-13	5	0.4049	18.4%	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	34,448	34,448	33,229	96.5%	2026-06-01 -> 2026-07-13	5	0.7374	46.4%	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	34,306	32,922	33,087	96.4%	2026-06-01 -> 2026-07-13	5	0.5211	21.8%	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 risk	1	outcome_covered	34,574	32,447	33,356	96.5%	2026-06-01 -> 2026-07-13	5	0.6209	43.1%	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	32,447	32,447	31,228	96.2%	2026-06-01 -> 2026-07-13	5	0.6521	47.3%	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	34,477	34,041	33,259	96.5%	2026-06-01 -> 2026-07-13	5	0.6810	34.9%	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	32,447	32,447	31,228	96.2%	2026-06-01 -> 2026-07-13	5	0.6223	46.1%	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	34,503	32,447	33,285	96.5%	2026-06-01 -> 2026-07-13	5	0.4856	2.0%	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	34,574	32,447	33,356	96.5%	2026-06-01 -> 2026-07-13	5	0.4779	1.3%	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	32,571	32,447	31,352	96.3%	2026-06-01 -> 2026-07-13	5	0.4817	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	32,515	32,447	31,296	96.3%	2026-06-01 -> 2026-07-13	5	0.4992	2.1%	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	316,920	0	165,636	52.3%	2026-04-30 -> 2026-07-13	5	0.0756	39.3%	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	316,920	0	145,259	45.8%	2026-04-30 -> 2026-07-13	5	0.0732	46.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	10	outcome_covered	76,220	0	60,465	79.3%	2026-04-30 -> 2026-07-13	5	0.2462	52.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	20	outcome_covered	255,580	0	4,985	2.0%	2026-06-05 -> 2026-07-02	16	0.0311	51.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relationship_exposure_score` Relationship Exposure Score	market_relationship_graph other	21	outcome_covered	76,237	0	25,533	33.5%	2026-04-30 -> 2026-07-13	5	0.2496	58.1%	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	147,752	0	4,445	3.0%	2009-04-30 -> 2026-05-29	50	0.5634	56.6%	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	147,752	0	2,996	2.0%	2009-04-30 -> 2026-05-29	50	0.5634	47.3%	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	169,360	0	5,034	3.0%	2009-04-23 -> 2026-05-29	50	0.6591	55.9%	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	169,360	0	3,222	1.9%	2009-04-23 -> 2026-05-29	50	0.6591	47.7%	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	5,316	2.5%	2009-04-15 -> 2026-05-29	50	0.8376	55.5%	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	3,372	1.6%	2009-04-15 -> 2026-05-29	50	0.8376	47.6%	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	204,514	0	5,165	2.5%	2009-04-15 -> 2026-05-29	50	0.8001	55.7%	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	204,514	0	3,273	1.6%	2009-04-15 -> 2026-05-29	50	0.8001	47.6%	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	211,837	0	5,432	2.6%	2009-04-15 -> 2026-05-29	50	0.6505	55.2%	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 risk	63	outcome_covered	211,837	0	3,427	1.6%	2009-04-15 -> 2026-05-29	50	0.6505	47.6%	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	122,349	0	3,797	3.1%	2009-04-15 -> 2026-05-29	50	0.5705	55.3%	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	63	outcome_covered	122,349	0	2,385	1.9%	2009-04-15 -> 2026-05-29	50	0.5705	49.1%	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	21	outcome_covered	158,423	0	5,155	3.3%	2009-04-15 -> 2026-05-29	50	0.5791	55.9%	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	158,423	0	3,291	2.1%	2009-04-15 -> 2026-05-29	50	0.5791	47.8%	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	17,760	0	17,088	96.2%	2026-06-02 -> 2026-07-13	5	0.4987	53.6%	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	17,730	0	16,341	92.2%	2026-06-02 -> 2026-07-13	5	0.5008	57.7%	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 event	20	outcome_covered	17,695	0	5,632	31.8%	2026-06-02 -> 2026-07-13	5	0.5025	67.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`bea_supply_chain_pressure_score` BEA Supply Chain Pressure Score	stock_decision_visibility_models other	20	outcome_covered	32,866	0	5,784	17.6%	2026-06-05 -> 2026-07-13	5	0.5472	44.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	1	outcome_covered	107,053	0	15,305	14.3%	2026-06-20 -> 2026-07-02	16	0.0634	34.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`census_activity_pressure_score` Census Activity Pressure Score	stock_decision_visibility_models other	5	outcome_covered	107,053	0	11,632	10.9%	2026-06-20 -> 2026-07-02	16	0.0634	48.7%	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	36,379	0	25,495	70.1%	2026-06-10 -> 2026-07-02	16	0.0830	32.7%	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	5	outcome_covered	36,379	0	21,677	59.6%	2026-06-10 -> 2026-07-02	16	0.0830	37.7%	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	32,866	0	32,754	99.7%	2026-06-05 -> 2026-07-13	5	0.4272	37.5%	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	241,567	0	98,073	40.6%	2026-06-10 -> 2026-07-02	16	0.0872	39.6%	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	241,567	0	80,484	33.3%	2026-06-10 -> 2026-07-02	16	0.0872	47.0%	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	20	outcome_covered	241,567	0	3,200	1.3%	2026-06-10 -> 2026-07-02	16	0.0872	46.3%	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	32,260	0	32,047	99.3%	2026-06-01 -> 2026-07-13	5	0.7898	19.7%	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	34,535	34,535	34,413	99.6%	2026-06-05 -> 2026-07-13	5	0.1074	7.6%	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	34,535	34,535	32,074	92.9%	2026-06-05 -> 2026-07-13	5	0.1073	7.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`government_trade_activity` Government Trade Activity	stock_opportunity_ensemble event	21	outcome_covered	34,535	34,535	3,442	10.0%	2026-06-05 -> 2026-07-13	5	0.1075	7.3%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`altman_solvency_strength_score` Altman Solvency Strength Score	stock_valuation_model_lab risk	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9972	48.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`asset_backed_value_score` Asset Backed Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9854	51.1%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`beneish_accounting_quality_score` Beneish Accounting Quality Score	stock_valuation_model_lab risk	20	outcome_covered	32,260	0	6,851	21.2%	2026-06-01 -> 2026-07-13	5	0.9923	59.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`capital_efficiency_value_score` Capital Efficiency Value Score	stock_valuation_model_lab quality	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9972	51.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`cash_flow_yield_value_score` Cash Flow Yield Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.8769	55.0%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`distress_adjusted_value_score` Distress Adjusted Value Score	stock_valuation_model_lab risk	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9957	50.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`dividend_income_value_score` Dividend Income Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,736	17.8%	2026-06-01 -> 2026-07-13	5	0.3585	35.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`factor_tilt_value_quality_score` Factor Tilt Value Quality Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9972	54.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`forward_estimate_value_score` Forward Estimate Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	6,851	21.2%	2026-06-01 -> 2026-07-13	5	0.3898	7.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`growth_at_reasonable_price_score` Growth At Reasonable Price Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9182	52.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`magic_formula_value_score` Magic Formula Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9445	52.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`net_cash_optionality_value_score` Net Cash Optionality Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9972	50.5%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`peer_relative_value_score` Peer Relative Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9724	49.6%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`piotroski_financial_strength_score` Piotroski Financial Strength Score	stock_valuation_model_lab quality	20	outcome_covered	32,260	0	6,851	21.2%	2026-06-01 -> 2026-07-13	5	0.9935	61.8%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`quality_compounder_value_score` Quality Compounder Value Score	stock_valuation_model_lab quality	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9923	53.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`relative_multiples_value_score` Relative Multiples Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	6,851	21.2%	2026-06-01 -> 2026-07-13	5	0.8267	56.9%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`residual_income_value_score` Residual Income Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9854	53.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`sector_specific_value_score` Sector Specific Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	6,851	21.2%	2026-06-01 -> 2026-07-13	5	0.9962	56.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`shareholder_yield_value_score` Shareholder Yield Value Score	stock_valuation_model_lab value	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.9972	53.2%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.
`value_momentum_confirmation_score` Value Momentum Confirmation Score	stock_valuation_model_lab momentum	20	outcome_covered	32,260	0	5,734	17.8%	2026-06-01 -> 2026-07-13	5	0.4000	52.7%	Outcome coverage is available for research training; use promotion-readiness gates before production weighting.