{"id":"W190812410","doi":"","title":"Étude critique de la documentation scientifique brésilienne relative à l’analyse des pratiques enseignantes","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006945694,0.0002810815,0.0003226987,0.001011556,0.001309764,0.0006480187,0.0005026398,0.0004315965,0.001804559],"category_scores_gemma":[0.008132219,0.0003521648,0.0001851523,0.001417027,0.001017939,0.00368942,0.000004809996,0.0007850415,0.00003056425],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009524171,"about_ca_system_score_gemma":0.05596835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1875775,"about_ca_topic_score_gemma":0.8058586,"domain_scores_codex":[0.994724,0.002879166,0.0008788468,0.0003570366,0.0001571818,0.001003776],"domain_scores_gemma":[0.9928272,0.001071449,0.001227814,0.0002944053,0.002254183,0.002324913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001717481,0.0003411634,0.01134711,0.0001192849,0.00009748639,0.00003160846,0.6700569,0.0001568211,0.0005390938,0.2544577,0.02444605,0.0383896],"study_design_scores_gemma":[0.0003266084,0.0003351249,0.1477668,0.001592982,0.0005777391,0.001158295,0.4032554,0.0000713008,0.001137804,0.2300023,0.2131519,0.0006236787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962587,0.01030601,0.001424968,0.06809298,0.005592428,0.0003055453,0.00002495114,0.00001288369,0.01798156],"genre_scores_gemma":[0.9710734,0.001773188,0.006653503,0.002410491,0.001704186,0.00002480389,0.00004561851,0.00002622093,0.01628857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6182811,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547661719087293,"score_gpt":0.3819452029314645,"score_spread":0.3271790310227352,"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."}}