{"id":"W3145043976","doi":"10.18162/fp.2021.568","title":"Le mémoire des CPE en master MEEF : un dispositif révélateur des ambitions et des limites de la mise en oeuvre des réformes de la formation des professionnels de l’éducation (1990-2018)","year":2021,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01211136,0.0004026924,0.0003294839,0.0002735713,0.004619806,0.0003898006,0.0003457674,0.0008956688,0.0001913134],"category_scores_gemma":[0.003378802,0.0004055323,0.0002013835,0.0008965982,0.003092609,0.006802919,0.0001372662,0.0007737827,0.00005213112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085131,"about_ca_system_score_gemma":0.002763915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006946816,"about_ca_topic_score_gemma":0.002089181,"domain_scores_codex":[0.9856339,0.01171833,0.000868895,0.0003732882,0.000441684,0.0009639462],"domain_scores_gemma":[0.9934118,0.004638176,0.000543734,0.0002626243,0.0008087888,0.0003348789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003678121,0.0007593113,0.02385054,0.001251453,0.00005942358,0.000003116217,0.835328,0.0002118973,0.005536725,0.08734348,0.0009843968,0.04463481],"study_design_scores_gemma":[0.0006608535,0.00008483296,0.1833042,0.002978611,0.0001178551,0.0001205282,0.5841233,0.001142043,0.006689931,0.2163463,0.004002613,0.0004289552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144444,0.001858655,0.06224071,0.007534634,0.0008166305,0.000568691,0.00005068129,0.0001879468,0.01229763],"genre_scores_gemma":[0.9274538,0.005543165,0.06130304,0.0006499261,0.0005805267,0.0003247635,0.0006896768,0.00005731883,0.003397834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512048,"threshold_uncertainty_score":0.9998397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452751329387935,"score_gpt":0.4383679915126124,"score_spread":0.2930928585738188,"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."}}