{"id":"W2149431920","doi":"10.7202/031600ar","title":"Formation initiale des maîtres et professionnalisation du métier","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005637293,0.0004596309,0.0003721295,0.002248912,0.008358948,0.006398135,0.001428567,0.001481277,0.03300415],"category_scores_gemma":[0.01013869,0.0004678636,0.0005515941,0.001201979,0.005579116,0.004316466,0.007801101,0.003516245,0.005915324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006880714,"about_ca_system_score_gemma":0.009611681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941585,"about_ca_topic_score_gemma":0.02880224,"domain_scores_codex":[0.995828,0.001053003,0.0002066199,0.0007580954,0.0009887395,0.001165541],"domain_scores_gemma":[0.9919981,0.001011853,0.0008490808,0.0005409634,0.001826237,0.003773791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005279979,0.0004300147,0.04293182,0.0004231575,0.00002439987,0.001389507,0.2551573,0.0003486385,0.008424662,0.4190878,0.02300698,0.2482476],"study_design_scores_gemma":[0.00003425882,0.0004732637,0.0646826,0.0004576961,0.00001441317,0.0008359271,0.05359083,0.0008791704,0.002274958,0.02467478,0.8520076,0.00007445629],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5971718,0.003398127,0.01342767,0.01810894,0.001281467,0.0004447958,0.000402698,0.0003955324,0.3653689],"genre_scores_gemma":[0.6555173,0.0006288987,0.006106704,0.0007228522,0.0002472917,0.0001745637,0.0001967886,0.0001336788,0.3362719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03300415,"threshold_uncertainty_score":0.1104099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7652883573307864,"score_gpt":0.5850873599153321,"score_spread":0.1802009974154543,"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."}}