← Catalyst Edge · META MODEL

🤖 Academic-grade scoreboard

No more hand-tuned point arithmetic. Every signal is validated on out-of-sample holdout data; only spokes with measurable alpha vs SPY contribute to the score. Final picks blend a LightGBM gradient-boosted classifier + equal-weight z-score (Gu-Kelly-Xiu 2020 ensemble), filtered by Minervini trend template + O'Neil volume rule, with literature-derived hold periods per signal type.

📈 Top 25 picks 2026-10-11 02:35 UTC · model = lgb_zscore_ensemble · trained on 27,526 outcomes

TickerFinalLGB probZ-scoreHoldFiltersActive spokes
EMAT 0.639 0.44 0.99 5d trend○ · vol✓ auto_sec_energy_tx, auto_sec_geopol
JAGX 0.586 0.45 0.93 5d trend○ · vol○ auto_edgar_fulltext, auto_sec_geopol
PCSA 0.563 0.27 0.99 5d trend○ · vol✓ contract, biotech, auto_edgar_fulltext, auto_sec_geopol
SHIM 0.550 0.25 0.99 5d trend○ · vol✓ auto_sec_energy_tx, auto_sec_geopol
LSTA 0.550 0.32 0.97 5d trend○ · vol○ biotech, auto_sec_geopol
CYCN 0.543 0.25 0.97 5d trend○ · vol✓ biotech, auto_sec_geopol
HLX 0.542 0.22 0.99 5d trend○ · vol✓ contract, auto_sec_energy_tx, auto_sec_geopol
FTCI 0.538 0.27 1.00 5d trend○ · vol○ squeeze, short, auto_sec_energy_tx, auto_sec_geopol
TE 0.538 0.31 0.96 5d trend○ · vol○ sc13d, contract, auto_edgar_fulltext, auto_sec_energy_tx
CTVA 0.536 0.27 0.99 5d trend○ · vol○ auto_sec_energy_tx, auto_sec_geopol
BHLL 0.534 0.33 0.93 5d trend○ · vol○ auto_edgar_fulltext, auto_sec_geopol
PSKY 0.528 0.25 0.94 5d trend○ · vol✓ uplist, auto_edgar_fulltext, auto_sec_geopol
ELMT 0.522 0.26 0.97 5d trend○ · vol○ buyback, contract, auto_sec_geopol
DTI 0.522 0.30 0.93 5d trend○ · vol○ auto_edgar_fulltext, auto_sec_geopol
SWRD 0.522 0.24 0.93 5d trend○ · vol✓ auto_edgar_fulltext, auto_sec_geopol
MDCX 0.520 0.44 0.73 5d trend○ · vol✓ biotech
SMXT 0.507 0.32 0.87 5d trend○ · vol○ auto_sec_energy_tx
SNOW 0.502 0.25 0.93 5d trend○ · vol○ github, buyback, congress, auto_edgar_fulltext
RIME 0.502 0.31 0.87 5d trend○ · vol○ auto_sec_energy_tx
GOAI 0.501 0.28 0.90 5d trend○ · vol○ contract, auto_sec_energy_tx
ONDS 0.501 0.25 0.93 5d trend○ · vol○ contract, auto_sec_geopol
ON 0.499 0.24 0.94 5d trend○ · vol○ sc13d, oge_exec, auto_sec_geopol
KUST 0.498 0.24 0.93 5d trend○ · vol○ contract, auto_sec_geopol
GDOG 0.494 0.18 0.98 5d trend○ · vol○ biotech, auto_edgar_fulltext, auto_sec_geopol
GXRP 0.494 0.18 0.98 5d trend○ · vol○ biotech, auto_edgar_fulltext, auto_sec_geopol
How to read this. Final score blends LGB (non-linear interactions) with the equal-weighted z-score of validated spokes. Hold is literature-derived: RegSHO/gap = T+1 close (Diether-Lee-Werner 2009), FTD = T+5 (Evans-Geczy-Musto-Reed 2009), DCF = 30 days (Frankel-Lee 1998). Higher is better. Trend✓ means price > 50/150/200 SMA per Minervini; vol✓ means volume ≥ 1.4× 50d average per O'Neil's CAN SLIM.

🧪 Walk-forward backtest 4 folds · 12d train / 2d test · all 4 models compared

Modelα vs SPYHit rateSharpeFolds
baseline_engine +1.41% 42.0% 2.45 2
validated_spokes +2.43% 40.0% 147.27 2
logreg +6.99% 66.0% 2.49 2
lightgbm +5.67% 62.0% 2.01 2
Winner: logreg. The meta-model deploys this architecture. DEPLOY logreg

🔬 Spoke validation which signals earned alpha, which got killed

SpokeVerdictα holdoutα trainWeightn trades
regsho_pts KILL +27.04% +16.34% 0.0 118
auto_regsho_threshold_pts KILL +27.04% +16.34% 0.0 118
gap_pts KILL +10.22% +7.39% 0.0 118
finra_regsho_pts KILL +8.78% +4.72% 0.0 377
uplist_pts PASS +8.45% +1.49% 0.74 40
auto_sec_audit_pts KILL +7.00% +19.23% 0.0 670
sec_crypto_pts KILL +6.98% +7.58% 0.0 180
auto_edgar_fulltext_pts PASS +5.67% +20.88% 2.0 265
auto_sec_divest_pts KILL +5.44% +38.74% 0.0 609
auto_sec_banking_pts KILL +4.91% +69.49% 0.0 154
audit_extras_pts KILL +4.89% +12.51% 0.0 1527
pill_pts KILL +4.75% +15.20% 0.0 600
auto_sec_poison_pill_pts KILL +4.75% +15.20% 0.0 600
finra_short_pts KILL +4.43% +8.10% 0.0 2149
auto_sec_energy_tx_pts PASS +4.26% +52.78% 2.0 199
split_pts KILL +4.19% +10.14% 0.0 288
edgar_phrases_pts KILL +4.14% +5.47% 0.0 44
sc13d_pts PASS +4.08% +13.08% 2.0 1024
sec_fda_pts KILL +3.94% +10.63% 0.0 480
biotech_pts PASS +3.49% +5.06% 2.0 263
gamma_pts KILL +3.46% +0.66% 0.0 74
buyback_pts PASS +3.07% +3.53% 1.77 272
xbrl_ni_pts KILL +2.95% +4.23% 0.0 1020
ftd_pts KILL +2.87% +3.55% 0.0 399
auto_sec_cmgmt_pts KILL +2.87% +51.45% 0.0 367
auto_sec_geopol_pts PASS +2.75% +36.13% 2.0 404
dcf_pts PASS +2.53% +4.52% 2.0 52
short_pts PASS +2.35% +2.03% 1.01 64
squeeze_pts PASS +2.22% +1.26% 0.63 49
github_pts PASS +1.96% +5.75% 2.0 65
fed_overlay_pts KILL +1.80% +12.02% 0.0 1158
sector_overlay_pts KILL +1.74% +3.45% 0.0 816
contract_pts PASS +1.70% +4.51% 2.0 239
insider_pts PASS +1.59% +2.88% 1.44 34
deepvalue_pts PASS +1.41% +2.78% 1.39 47
tender_pts PASS +1.28% +1.30% 0.65 159
oge_exec_pts PASS +1.26% +1.92% 0.96 544
congress_pts PASS +1.00% +3.00% 1.5 137
orphan_lean_pts PASS +0.88% +1.84% 0.92 178
clinical_pts PASS +0.76% +1.54% 0.77 58
m_proxy_pts PASS +0.64% +1.49% 0.74 240
macro_pts MARGINAL +0.50% +3.56% 0.5 39
alpha_pts KILL +0.49% +3.46% 0.0 125
sec_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
smart_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
inflection_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
darkpool_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
nt_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
merger_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
keyword_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
pcr_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
cve_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
earnings_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
going_concern_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
reddit_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
wiki_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
form144_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
nhtsa_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
cfpb_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
cfpb_enf_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
bankruptcy_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
crypto_tr_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
openfda_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
gtrends_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
edgar_ft_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
stocktwits_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
wsb_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
av_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
usa_spend_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
arxiv_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
asx_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
fda_app_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
dod_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
halt_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
hn_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
distress_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
surface_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
liquidity_pts KILL +0.00% +0.00% 0.0 0
orderbook_pts KILL +0.00% +0.00% 0.0 0
inst_holdings_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
macro_overlay_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
healthcare_extras_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
earnings_sent_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
mdna_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
audit_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
footnote_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
shelf_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
gaap_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
news_realtime_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
borrow_distress_pts KILL +0.00% +0.00% 0.0 0
cisa_kev_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
sec_auditflag_pts KILL +0.00% +0.00% 0.0 0
sec_financing_pts KILL +0.00% +0.00% 0.0 0
finance_desk_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
earnings_catalyst_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_13f_holdings_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_alpha_factors_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_alphavantage_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_asx_announcements_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_atm_offering_velocity_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_audit_opinion_clips_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_audit_opinion_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_audit_podcast_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_audit_wire_extras_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_av_movers_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_borrow_rate_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_cboe_vix_gaps_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_ce25_index_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_cfpb_complaints_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_cftc_cot_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_coingecko_top_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_compelling_subject_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_composer_symphony_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_congressional_trades_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_cross_asset_overlay_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_crypto_correlation_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_crypto_funding_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_crypto_onchain_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_crypto_stablecoins_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_crypto_treasury_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_cve_velocity_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_dark_pool_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_dcf_bull_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_dealer_gamma_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_deepvalue_screen_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_earnings_calendar_pts KILL +0.00% +0.00% 0.0 0
auto_earnings_sentiment_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_edgar_8k_item_classifier_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_aisi_steel_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_army_amc_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_arxiv_cashtag_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bbc_business_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bea_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bis_cb_speeches_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bis_workingpapers_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bls_calendar_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_boc_canada_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_boe_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_boeing_press_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_boj_japan_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bostonfed_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_box_office_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_bse_india_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_caiso_grid_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cb_press_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cbo_fiscal_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cbr_russia_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cdc_newsroom_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_census_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cftc_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_china_nbs_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_clinical_trials_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_clinicaltrials_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cma_uk_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_coingecko_derivatives_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cointelegraph_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_congress_bills_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cpsc_recalls_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_csa_canada_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_cyberscoop_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_dallasfed_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_defensescoop_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_dod_contracts_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_doj_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_doj_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_eba_banking_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_ecb_press_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_edgar_ipos_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_eia_steo_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_eia_tie_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_epa_tri_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_esma_eu_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_eu_commission_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fca_uk_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fcc_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fda_press_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fdic_bank_watch_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fec_fundraising_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fed_enforcement_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fed_press_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fed_register_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fed_sentiment_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fed_speeches_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fed_testimony_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_federal_register_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_federalnewsnetwork_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fedreg_preview_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fedscoop_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_ferc_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fred_blog_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_fsb_stability_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_ftc_actions_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_ftc_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_gao_reports_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_gdacs_disasters_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_gdacs_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_github_trending_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_global_cb_sentiment_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_govexec_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_govtrack_bills_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_hacker_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_hn_tech_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_hnews_attention_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_hurricane_radar_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_iaea_nuclear_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_jpl_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_jpx_tdnet_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_meritalk_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_msrb_muni_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nasa_eonet_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nasa_neo_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nasa_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nber_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_netflix_top10_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_news_momentum_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nextgov_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nhc_tropical_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nist_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_noaa_hurricane_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_noaa_hurricanes_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_noaa_weather_alerts_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nsf_news_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nws_alerts_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_nyiso_grid_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_occ_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_ons_uk_releases_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_openai_github_trending_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_osha_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_event_paho_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
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auto_sec_ftd_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_governance_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_ipo_pipe_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_labor_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_late_filers_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_late_filing_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_legal_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_merger_proxy_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_restatements_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_restruct_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_risks_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_s4_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_spinoff_reg_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_splits_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_uplist_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_weather_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_whistleblower_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_xbrl_dcf_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_xbrl_frames_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_xbrl_netincome_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sec_xbrl_revenue_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sector_enrich_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_setup_classifier_pts KILL +0.00% +0.00% 0.0 0
auto_shelf_resolution_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_short_data_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_short_interest_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_short_scanner_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_sic_sector_map_pts KILL +0.00% +0.00% 0.0 0
auto_slippage_model_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_smart_money_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_spoke_validation_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_spoke_velocity_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_squeeze_hunter_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_stocktwits_trending_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_ticker_dossier_pages_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_ticker_pages_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_timing_alpha_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_trade_candidates_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_treasury_auctions_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_unusual_activity_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_usa_spending_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_wiki_attention_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
auto_yahoo_trending_pts INSUFFICIENT_DATA +0.00% +0.00% 0.5 0
Verdict logic: PASS = α > +1% on training AND α > +0.5% on holdout. KILL = either window negative. DEMOTE = marginal but not negative. Killed spokes contribute 0 weight to the score — pure noise filtering.
Catalyst Edge · meta-model layer · regenerated 2026-10-11 02:35 UTC · raw data: /data/meta_model_scores.json · spoke_validation.json · backtest_results.json