{"id":"W2991345702","doi":"10.3917/es.043.0005","title":"Les réformes de l’enseignement comme révélateur et amplificateur des fractures enseignantes","year":2019,"lang":"fr","type":"article","venue":"Education et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004080141,0.0003405335,0.0003454511,0.0001254757,0.001110991,0.0002004396,0.0004448663,0.0004400093,0.008272325],"category_scores_gemma":[0.0008965518,0.0003678308,0.0002177635,0.0003898604,0.001354929,0.000644559,0.00004723946,0.0005977707,0.000543909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425951,"about_ca_system_score_gemma":0.003028109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048052,"about_ca_topic_score_gemma":0.000277465,"domain_scores_codex":[0.9959203,0.001929123,0.0005233349,0.0005062208,0.0004085469,0.0007124806],"domain_scores_gemma":[0.9961168,0.002448969,0.0004055776,0.0003469933,0.0004390322,0.0002425854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000623691,0.0008950034,0.02452089,0.0001475972,0.0001178833,2.203751e-7,0.3837351,0.00005733182,0.0002018198,0.5123395,0.0339199,0.04405853],"study_design_scores_gemma":[0.0002717988,0.00007678111,0.1319409,0.0002135837,0.00006605434,0.000006133918,0.4557681,0.00001835424,0.00009260124,0.1150155,0.2961329,0.0003972588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219926,0.01435782,0.0006727105,0.1143766,0.01340835,0.0007009491,0.00004003667,0.0001419369,0.134309],"genre_scores_gemma":[0.9440461,0.008651946,0.005470971,0.008429172,0.001855187,0.0001437001,0.0002324087,0.00005294734,0.03111752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.397324,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4250762839158719,"score_gpt":0.5732205836478568,"score_spread":0.1481442997319848,"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."}}