{"id":"W2117255535","doi":"","title":"Apprendre le métier d'enseignant face à des élèves et avec des formateurs","year":2013,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.006441458,0.0002236991,0.0002176928,0.00009323769,0.001008022,0.000197912,0.0002774776,0.0005911783,0.0002863445],"category_scores_gemma":[0.00151694,0.0002253384,0.0001268808,0.0005368374,0.00159902,0.00411066,0.00003877351,0.0005346964,0.0005370768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005947861,"about_ca_system_score_gemma":0.0005577492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191218,"about_ca_topic_score_gemma":0.0003077688,"domain_scores_codex":[0.9955434,0.002894134,0.0004785781,0.0002185949,0.0002791448,0.0005861164],"domain_scores_gemma":[0.9975817,0.001354518,0.0002725915,0.0001803147,0.0004330151,0.0001779191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002682095,0.0001404241,0.001107436,0.0002063433,0.0000377028,9.208029e-8,0.7186049,0.00008009678,0.0002026937,0.0992547,0.003310491,0.1770524],"study_design_scores_gemma":[0.0003512701,0.00009056318,0.02980668,0.0002929842,0.00004490532,0.00001984345,0.733109,0.002448334,0.0007579542,0.2002573,0.03237927,0.0004418798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108742,0.004309628,0.02509865,0.01772991,0.001244645,0.0006010633,0.00001629986,0.0001516164,0.03997395],"genre_scores_gemma":[0.9452185,0.0074786,0.03481364,0.0004430551,0.0006308069,0.0001567384,0.0001458477,0.00002821701,0.01108457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766105,"threshold_uncertainty_score":0.9189035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5185403579243282,"score_gpt":0.4731444328692902,"score_spread":0.04539592505503798,"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."}}