{"id":"W4391805880","doi":"10.7202/1109534ar","title":"Hors normes ?","year":2024,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007466235,0.0006881406,0.0005429369,0.001050965,0.009867335,0.01275535,0.001703881,0.003352449,0.02873806],"category_scores_gemma":[0.01316541,0.0003120393,0.000365703,0.001342329,0.02902107,0.008908714,0.005429747,0.006612987,0.006926108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401573,"about_ca_system_score_gemma":0.01351701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1139809,"about_ca_topic_score_gemma":0.1194209,"domain_scores_codex":[0.9876658,0.006323013,0.0003604363,0.002032467,0.002244885,0.001373372],"domain_scores_gemma":[0.9948906,0.001119244,0.000528873,0.0007243917,0.001943586,0.0007933641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009753857,0.000009909858,0.0005199828,0.00002821376,0.000003075809,0.00008623799,0.01217681,0.0000412284,0.00006938457,0.94375,0.03172657,0.0115787],"study_design_scores_gemma":[0.000007835599,0.0000132753,0.001000113,0.0002262598,0.000003938566,0.0001141381,0.01940658,0.000184323,0.0001833019,0.1453596,0.8334771,0.00002359037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01006314,0.003379025,0.009703925,0.08793388,0.002538784,0.00006917683,0.0002510368,0.0001611184,0.8858998],"genre_scores_gemma":[0.4863345,0.003932048,0.007576175,0.02644714,0.00101414,0.0002874729,0.00045976,0.0003570807,0.4735917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1139809,"threshold_uncertainty_score":0.2266349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7691757602587818,"score_gpt":0.6597767256316486,"score_spread":0.1093990346271332,"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."}}