{"id":"W1586298567","doi":"10.7202/029949ar","title":"Vinatier, I. et Altet, M. (2008). Analyser et comprendre la pratique enseignante. Rennes, France : Presses universitaires de Rennes.","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Analyser; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005040385,0.00102761,0.0007231034,0.004039267,0.004683236,0.009155,0.001885193,0.003883157,0.01656273],"category_scores_gemma":[0.01218717,0.0007518725,0.0005415871,0.006705251,0.005348066,0.01414236,0.002782668,0.006891573,0.006362666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005602208,"about_ca_system_score_gemma":0.006259142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03730632,"about_ca_topic_score_gemma":0.05063613,"domain_scores_codex":[0.9968881,0.001190296,0.0002117688,0.0003230585,0.001134666,0.0002520774],"domain_scores_gemma":[0.98997,0.006099801,0.001051717,0.000295394,0.002097591,0.0004854208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001534289,0.00006732668,0.006118939,0.001367161,0.00007672088,0.0003451952,0.03764748,0.0003678329,0.0005924735,0.2198746,0.4080278,0.3253611],"study_design_scores_gemma":[0.00001440624,0.00004083044,0.008379413,0.001602222,0.00003491417,0.0003025284,0.01047975,0.00009154742,0.000564613,0.03022846,0.9482143,0.00004697556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004211921,0.7873397,0.01111852,0.1164781,0.00551894,0.00004415947,0.0006827826,0.0001353126,0.07447059],"genre_scores_gemma":[0.1678908,0.661823,0.02144391,0.01190913,0.003372301,0.0002222679,0.0007998474,0.0004492925,0.1320895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03730632,"threshold_uncertainty_score":0.07417834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.297734296818946,"score_gpt":0.4649830795881599,"score_spread":0.1672487827692138,"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."}}