{"id":"W7070737842","doi":"","title":"Quels choix face à une IA gouvernante ?","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009961222,0.0006161788,0.000683965,0.001325907,0.006479294,0.01799263,0.001513866,0.008127556,0.03345742],"category_scores_gemma":[0.03022953,0.0002287028,0.0009112495,0.001213401,0.01988635,0.01314067,0.006159708,0.01076226,0.005954201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007859644,"about_ca_system_score_gemma":0.01251805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130264,"about_ca_topic_score_gemma":0.01089731,"domain_scores_codex":[0.9936376,0.002340573,0.0002601048,0.0009281096,0.001054089,0.001779497],"domain_scores_gemma":[0.9805582,0.006544283,0.001196431,0.001425,0.005463955,0.004812087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005606487,0.00004849383,0.001707338,0.000190947,0.00001784999,0.000779824,0.01019588,0.0001905799,0.0002970907,0.8948384,0.05244171,0.03923576],"study_design_scores_gemma":[0.00001851188,0.000047516,0.001514684,0.001069945,0.00001665509,0.001288965,0.03745137,0.000292676,0.0002325661,0.2373506,0.7206776,0.00003889784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02507703,0.01041462,0.009296305,0.5387421,0.01045037,0.00005605039,0.0001581709,0.0001476078,0.4056577],"genre_scores_gemma":[0.7302093,0.01307664,0.004052059,0.06081535,0.006298099,0.0001762388,0.0002098025,0.0002905022,0.1848721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03345742,"threshold_uncertainty_score":0.1119263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106074177789963,"score_gpt":0.2811520321741088,"score_spread":0.2600912903962092,"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."}}