{"id":"W4413763296","doi":"10.1353/nin.2025.a968556","title":"Leave It: Moneyball","year":2025,"lang":"en","type":"article","venue":"Nine","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009396551,0.001023836,0.0006966488,0.001737234,0.009815924,0.009013667,0.001105909,0.00275839,0.6800177],"category_scores_gemma":[0.004186365,0.0004133303,0.0006456428,0.0007992907,0.0009154594,0.004141267,0.004252399,0.003805873,0.3937201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141694,"about_ca_system_score_gemma":0.002031347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847943,"about_ca_topic_score_gemma":0.02640197,"domain_scores_codex":[0.9990113,0.00009547059,0.00002576704,0.0001185195,0.0002425233,0.0005064802],"domain_scores_gemma":[0.9963427,0.0001670862,0.0001322802,0.0001401185,0.0004620985,0.002755592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000120461,0.00006856286,0.00100324,0.00002416389,0.000004500643,0.0001052119,0.0002619697,0.00001542645,0.0001427672,0.003793033,0.9538432,0.04061739],"study_design_scores_gemma":[0.00001591472,0.00004202631,0.001746358,0.00005653031,0.000003875452,0.00009026009,0.001134741,0.00003558881,0.0001044352,0.001946877,0.994808,0.00001524136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007783499,0.0008374032,0.0007923642,0.01719045,0.01391262,0.0001072301,0.00146901,0.002106626,0.9558008],"genre_scores_gemma":[0.01550969,0.0001669143,0.000171269,0.003217478,0.001264679,0.00003441687,0.0003797674,0.0003612731,0.9788945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6800177,"threshold_uncertainty_score":0.4564159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246088002001311,"score_gpt":0.2313134850408043,"score_spread":0.2188526050207912,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}