{"id":"W4390038426","doi":"10.7202/1092691ar","title":"Columns Presentation","year":2003,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Computer science; Medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001249471,0.0002097489,0.0004107376,0.000171041,0.0003146306,0.0003217952,0.0001610167,0.0001630685,0.009952997],"category_scores_gemma":[0.0005639367,0.0002868249,0.0001557965,0.0003079465,0.0005243482,0.0011256,0.00003546268,0.0001693309,0.01084098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280911,"about_ca_system_score_gemma":0.00003113483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007043793,"about_ca_topic_score_gemma":0.0003309819,"domain_scores_codex":[0.9982094,0.0001324442,0.0005988524,0.000569463,0.00005557819,0.0004342503],"domain_scores_gemma":[0.9990054,0.0002035288,0.0003494768,0.0002605319,0.00009118485,0.00008981834],"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":[0.00001380074,0.0001811672,0.04165126,0.0001214085,0.0002016536,0.000005753656,0.002385184,0.007135089,0.000003574592,0.3627925,0.5740224,0.01148623],"study_design_scores_gemma":[0.0005051386,0.00006888745,0.03160411,0.0001098195,0.000029423,0.000009170975,0.001434158,0.003565194,0.0001480428,0.02378854,0.9383608,0.0003767076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03074268,0.04269214,0.001605094,0.005486251,0.0118428,0.0002864026,0.0006359592,0.00007370895,0.906635],"genre_scores_gemma":[0.465725,0.01432835,0.002757862,0.0001840129,0.00009789747,0.00003255823,0.00001748073,0.00001922928,0.5168375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4349824,"threshold_uncertainty_score":0.9999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06648177612668496,"score_gpt":0.2609124381734143,"score_spread":0.1944306620467293,"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."}}