{"code_commit":"d002a2dd2ffce5d0fe1d0e8a1f742e18c3df0cfa","effective_universe":{"coverage_fields_required":["funds_scanned","latest_13f_quarter","accessions","ticker_resolution_coverage"],"filing_scope_boundary":{"form_13f":"Delayed long US reportable securities only; no complete view of shorts, most non-US holdings, bonds, full derivative books, intra-quarter trading or confidential-treatment omissions.","form_4":"Table I open-market P/S activity is the current usable rail. Table II derivatives, 10b5-1 plan flags, multi-owner attribution and weighted-average price footnotes remain explicit limitations until modeled."},"insider":"Form 4 open-market P/S issuer filings when live/precomputed Confluence is enabled; no silent sample fallback in production. Production Confluence is not a complete insider-universe crawl and does not make insider-only or distribution quadrants exhaustive.","institutional":"Tracked 13F managers stored in the SQLite market database; latest_filings selects one complete-enough filing per manager and report date."},"feature_schema_version":"confluence_features_v1","parameter_hash":"c5bf5faef27cd75b36f16aaded40fd860024f71317373f0ccadd209acfb6084c","parameters":{"bounds":{"agreement_bonus":[0.0,35.0],"dollar_conviction":[0.0,35.0],"insider_cluster":[10.0,50.0],"insider_sell_penalty":[0.0,30.0],"institutional_breadth":[10.0,50.0],"institutional_trim_penalty":[0.0,30.0]},"combination_weights":{"agreement_bonus":18.0,"breadth_half":1.5,"cluster_half":1.2,"dollar_ceiling":25000000.0,"dollar_conviction":18.0,"insider_cluster":36.0,"insider_sell_penalty":14.0,"institutional_breadth":36.0,"institutional_trim_penalty":14.0},"feature_extraction":{"recency_halflife_days":30.0,"recent_window_days":14,"seniority_csuite":1.6,"seniority_director":1.0,"seniority_officer":1.2,"seniority_owner":1.1,"sizing_ceiling":1.6,"sizing_floor":0.7,"sizing_midpoint_pct":0.1},"tunable_weights":["institutional_breadth","insider_cluster","dollar_conviction","agreement_bonus","institutional_trim_penalty","insider_sell_penalty"]},"required_public_evidence":["point_in_time_feature_dataset_or_hash_manifest","baselines","walk_forward","out_of_sample_test","transaction_costs","confidence_intervals","revision_history"],"score_interpretation":{"is_calibrated_frequency":false,"is_expected_return":false,"is_probability":false,"scale":"0_to_100_ordinal_ranking"},"splits":{"test":{"from":"2025-01-01","frozen":true,"to":"2026-12-31"},"train":{"from":"2014-01-01","to":"2022-12-31"},"validation":{"from":"2023-01-01","to":"2024-12-31"}},"status":"frozen_hypothesis_not_validated","version":"confluence_v1","weight_version":"heuristic_default_v1"}