{"id":"W2732899658","doi":"10.3917/admed.154.0151","title":"Formation initiale et formation continue","year":2017,"lang":"fr","type":"article","venue":"Administration & Éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004291338,0.0002500791,0.0002319901,0.0001173106,0.003018183,0.0008664776,0.0004642677,0.0003805812,0.0004594249],"category_scores_gemma":[0.002812446,0.0003142505,0.000126981,0.0001693194,0.001167205,0.006615212,0.00003304912,0.0003017469,0.0005201675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793339,"about_ca_system_score_gemma":0.001530558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005862939,"about_ca_topic_score_gemma":0.002532171,"domain_scores_codex":[0.9969285,0.001093473,0.0007348033,0.00035792,0.0004667231,0.0004186516],"domain_scores_gemma":[0.9965876,0.0006617273,0.001330879,0.0005573414,0.00068148,0.0001809638],"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":[0.00001587414,0.0003518879,0.0005815201,0.0001197519,0.00003049683,8.597912e-7,0.09384143,0.000007171119,0.0001942904,0.8570984,0.01528998,0.03246831],"study_design_scores_gemma":[0.0009295322,0.0003145837,0.03940423,0.0003298256,0.0001661571,0.00004581214,0.1768036,0.0008012503,0.001706616,0.04460544,0.7341431,0.0007498236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1943777,0.0006944386,0.01368181,0.4411539,0.01993987,0.001144765,0.00009945631,0.000158994,0.3287491],"genre_scores_gemma":[0.9783339,0.001234996,0.002299658,0.001033489,0.004694784,0.0001600629,0.0009983545,0.00002452884,0.01122023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.812493,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4411997817232829,"score_gpt":0.5437036960193539,"score_spread":0.102503914296071,"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."}}