{"id":"W4406709100","doi":"10.3917/riges.494.0040","title":"Mélanie La Couture","year":2024,"lang":"fr","type":"article","venue":"Gestion","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.001101679,0.001881536,0.0008954732,0.002154086,0.006020798,0.006818644,0.000735288,0.00314885,0.1292196],"category_scores_gemma":[0.00375201,0.0004412244,0.0006866227,0.001144607,0.001726263,0.002279974,0.001929981,0.003765139,0.02822296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005998322,"about_ca_system_score_gemma":0.002853145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07332586,"about_ca_topic_score_gemma":0.05584376,"domain_scores_codex":[0.9985976,0.0005542377,0.00003078069,0.0003127494,0.0003416853,0.0001629955],"domain_scores_gemma":[0.9987148,0.0006068841,0.00008153665,0.00008578862,0.0003000363,0.0002110192],"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":[0.0002550251,0.00009687579,0.001993234,0.0003814343,0.00007825498,0.001040927,0.003513942,0.0006774278,0.001936398,0.2925081,0.5323921,0.1651264],"study_design_scores_gemma":[0.000006911256,0.000007602541,0.001616177,0.00007637717,0.000004258202,0.0002958605,0.0004150882,0.00008249691,0.0002919369,0.001557596,0.9956335,0.00001214325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0156144,0.1288742,0.004944933,0.08789103,0.01910614,0.00006346138,0.001157567,0.00126375,0.7410846],"genre_scores_gemma":[0.09785883,0.01832195,0.002137325,0.003865463,0.00441071,0.0000692457,0.0003189701,0.0004042286,0.8726132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8707804,"threshold_uncertainty_score":0.4322826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226993643743804,"score_gpt":0.2087244619615633,"score_spread":0.1860250975871829,"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."}}