{"id":"W2728520662","doi":"10.7202/1040090ar","title":"Bailleul, M., Thémines, J.-F. et Wittorski, R. (dir) (2012). Expériences et développement professionnel des enseignants : formation, travail, itinéraire professionnel. Toulouse, France : Octarès Éditions","year":2016,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Sociology","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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004937703,0.000427853,0.0003607106,0.0002864297,0.005693069,0.0004498759,0.0009298681,0.0002936401,0.001797363],"category_scores_gemma":[0.001833544,0.000328103,0.0001521245,0.001841988,0.005293957,0.007945703,0.0001279298,0.0003467903,0.000342949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052288,"about_ca_system_score_gemma":0.003492636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355081,"about_ca_topic_score_gemma":0.01001133,"domain_scores_codex":[0.9942684,0.001979953,0.0008974058,0.0007557303,0.0009315829,0.001166992],"domain_scores_gemma":[0.9959987,0.0013808,0.0009514304,0.000411501,0.0008245738,0.0004329838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002282488,0.0009923968,0.01087255,0.0005975174,0.00003743795,0.000003547808,0.7115656,0.0001168145,0.001367547,0.136193,0.1018532,0.0363776],"study_design_scores_gemma":[0.0007367078,0.0005582129,0.1083235,0.00774112,0.0001452028,0.000176371,0.4804298,0.0004535642,0.0008454499,0.1422815,0.2569009,0.001407631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726433,0.01695568,0.006924142,0.2284113,0.005479427,0.001108166,0.0001341012,0.0001507621,0.01440344],"genre_scores_gemma":[0.895081,0.01885363,0.008631707,0.002051033,0.001115756,0.0004007389,0.00004328115,0.00003480152,0.0737881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311358,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3959650929527702,"score_gpt":0.4340431357388799,"score_spread":0.03807804278610977,"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."}}