{"id":"W4393320440","doi":"10.3917/lfa.224.0132a","title":"LHUMAINE . n° 3, 2023, « Varia » . dossier coordonné par Jérémi Sauvage, <https://lhumaine.numerev.com/numeros/1232-revue-3-varia>","year":2024,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001486705,0.0007810802,0.0004991674,0.002176314,0.001996486,0.005038678,0.000940141,0.001352482,0.437866],"category_scores_gemma":[0.004004698,0.0005851631,0.0003953706,0.002768131,0.001129288,0.002946342,0.002863626,0.001977995,0.2348392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875467,"about_ca_system_score_gemma":0.003403644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03935783,"about_ca_topic_score_gemma":0.04833042,"domain_scores_codex":[0.9988151,0.0002092321,0.00008366783,0.0002186307,0.0005290739,0.0001444146],"domain_scores_gemma":[0.9988754,0.000232315,0.000138131,0.0002193866,0.0003533803,0.0001813261],"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":[0.0001256731,0.00002144394,0.0003989825,0.0006824995,0.000004612235,0.00005247615,0.0005066088,0.00008944696,0.000525253,0.01650946,0.8880017,0.09308174],"study_design_scores_gemma":[0.000003706943,0.000006813568,0.0005982817,0.0001414215,6.586466e-7,0.00001816759,0.00007220234,0.000008435784,0.00009928381,0.000422865,0.9986242,0.000003801345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001494012,0.01639001,0.001434262,0.004728659,0.006732978,0.0002645834,0.03557766,0.002323515,0.9310542],"genre_scores_gemma":[0.01108199,0.006916711,0.001462108,0.00144158,0.0009374281,0.0005176332,0.01331212,0.002577833,0.9617527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.437866,"threshold_uncertainty_score":0.801816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209301062801605,"score_gpt":0.2944676009883378,"score_spread":0.2623745903603217,"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."}}