{"id":"W4412020377","doi":"10.3917/riges.502.0082","title":"Convaincante, l’ia ?","year":2025,"lang":"fr","type":"article","venue":"Gestion","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Chemistry","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":[0.001595011,0.0003841961,0.0002711352,0.0008972372,0.008166299,0.005237013,0.0008805697,0.005167881,0.09416556],"category_scores_gemma":[0.006295436,0.0002283451,0.0003448034,0.0006787844,0.003853502,0.002637964,0.003250798,0.007267861,0.01034198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069583,"about_ca_system_score_gemma":0.01412014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2256664,"about_ca_topic_score_gemma":0.3517043,"domain_scores_codex":[0.9981003,0.0004038314,0.0000421418,0.0001880035,0.0003495353,0.0009161375],"domain_scores_gemma":[0.9976829,0.000367839,0.0002436699,0.0001259242,0.000539778,0.001039746],"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":[0.00008920229,0.0001202072,0.005714789,0.0001088511,0.00001467837,0.0008947622,0.004421567,0.00006432873,0.0004032151,0.1101651,0.8016461,0.07635735],"study_design_scores_gemma":[0.000007577917,0.00001175604,0.004145772,0.00009930797,0.000002127241,0.0001981365,0.003048407,0.00001651368,0.00005244904,0.00198876,0.9904213,0.00000785371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01354747,0.009210586,0.0003310027,0.6113233,0.0135111,0.00001834519,0.0002355132,0.000125964,0.3516968],"genre_scores_gemma":[0.1333943,0.005010653,0.0005391205,0.1112522,0.004156694,0.00004405234,0.0001802665,0.0001079858,0.7453147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2256664,"threshold_uncertainty_score":0.4487057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091255291824213,"score_gpt":0.4309593599430447,"score_spread":0.3900468070248025,"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."}}