{"id":"W4402762829","doi":"10.3917/riges.493.0019","title":"Maegan Stephens","year":2024,"lang":"en","type":"article","venue":"Gestion","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0009225418,0.0008741199,0.0005187461,0.001626495,0.001372079,0.002892421,0.000626745,0.001496587,0.2156652],"category_scores_gemma":[0.004117564,0.0002881586,0.0003131856,0.001057752,0.0007981532,0.002136735,0.00187109,0.00194893,0.1659715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157609,"about_ca_system_score_gemma":0.001941666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200923,"about_ca_topic_score_gemma":0.005709017,"domain_scores_codex":[0.9993383,0.0001122778,0.0000295494,0.0001758053,0.0002824752,0.00006151567],"domain_scores_gemma":[0.9983961,0.000325948,0.0001221572,0.0002328506,0.0006247445,0.0002982164],"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":[0.00001834312,0.000017155,0.0002129866,0.00007640118,0.000004605112,0.00006994691,0.00009966673,0.0001400765,0.0002400843,0.05642595,0.7671859,0.1755089],"study_design_scores_gemma":[0.000001182974,0.00000306214,0.0001125777,0.00004115896,0.000001014254,0.00005462284,0.00002190458,0.00003904552,0.00006890771,0.003452742,0.9962015,0.000002350055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001594411,0.04087377,0.009403667,0.05316778,0.01612065,0.00006086073,0.001114413,0.001231282,0.8764331],"genre_scores_gemma":[0.007400189,0.009797432,0.0015784,0.003198438,0.001367154,0.00003475552,0.0001948955,0.0002568127,0.9761719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2156652,"threshold_uncertainty_score":0.7214718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420791382230077,"score_gpt":0.2040311212631898,"score_spread":0.1619519830401821,"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."}}