{"id":"W2526818425","doi":"","title":"Yvon, F. & Saussez, F. (Eds.) (2010). Analyser l’activité enseignante. Des outils méthodologiques et théoriques pour l’intervention et la formation. Laval (Canada) : Les Presses de l’Université Laval","year":2011,"lang":"fr","type":"article","venue":"Activites","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[0.004216727,0.00124171,0.0008592866,0.005064162,0.003014654,0.007544984,0.001245165,0.002003079,0.009677329],"category_scores_gemma":[0.003611218,0.0006834398,0.0007528365,0.009846062,0.004188049,0.005741271,0.001663981,0.002460259,0.003681723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010833,"about_ca_system_score_gemma":0.02066701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2747307,"about_ca_topic_score_gemma":0.3691209,"domain_scores_codex":[0.9983192,0.0004528087,0.0001105559,0.0002479025,0.0007065561,0.0001629022],"domain_scores_gemma":[0.9972905,0.001547295,0.000227634,0.0001068411,0.0006393681,0.0001884134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007404765,0.00004220139,0.007507543,0.002429318,0.00005465636,0.0002105022,0.02502396,0.0007539878,0.0007577593,0.04303466,0.1090588,0.8110526],"study_design_scores_gemma":[0.00001273128,0.00004422962,0.02507578,0.003634812,0.00009478872,0.0004635461,0.02431063,0.0005149709,0.00120887,0.01924104,0.925339,0.00005953063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01068377,0.8283696,0.03842202,0.04346421,0.002031654,0.0001412585,0.001319806,0.0002712991,0.07529642],"genre_scores_gemma":[0.0728206,0.8201692,0.04476257,0.001750775,0.0004959572,0.0002320392,0.001059925,0.0001614692,0.0585476],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2747307,"threshold_uncertainty_score":0.5462631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2351058314002653,"score_gpt":0.3914547357223527,"score_spread":0.1563489043220874,"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."}}