{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004750542,0.0003964455,0.0003009413,0.001126242,0.007325788,0.005079066,0.00118685,0.001381375,0.01658869],"category_scores_gemma":[0.01517592,0.0003009762,0.00033794,0.00136958,0.005926654,0.003202561,0.004413381,0.001860492,0.001605459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140361,"about_ca_system_score_gemma":0.009995468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2441505,"about_ca_topic_score_gemma":0.3826384,"domain_scores_codex":[0.9955149,0.002118536,0.0001208523,0.0004454152,0.001199191,0.0006011199],"domain_scores_gemma":[0.9915506,0.002644005,0.001134295,0.001119895,0.002159419,0.001391889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003508697,0.0001716638,0.07122665,0.0003140047,0.00003354623,0.0009796217,0.6255845,0.0009655392,0.006237948,0.1531771,0.006192102,0.1347664],"study_design_scores_gemma":[0.00005825277,0.0004447283,0.1710402,0.0004105569,0.00006958831,0.0006988463,0.4136733,0.003325943,0.003883738,0.02102768,0.3852291,0.0001380207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752257,0.0004778125,0.02001633,0.005455392,0.0001430141,0.0001582373,0.0002029919,0.0001534821,0.09816706],"genre_scores_gemma":[0.9449219,0.0001793834,0.006884916,0.000128121,0.00002327599,0.00005517927,0.00009527997,0.00004956901,0.04766233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441505,"threshold_uncertainty_score":0.4854588,"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."}}