{"id":"W2132793090","doi":"10.7202/013475ar","title":"Le débat américain sur la certification des enseignants et le piège d’une politique éducative « evidence-based »","year":2006,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","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":[0.07688621,0.0004303099,0.0008488562,0.00437142,0.00494424,0.008053816,0.001330317,0.005384772,0.00645191],"category_scores_gemma":[0.1258641,0.0005568927,0.0006083124,0.004756935,0.00727344,0.005787943,0.006018955,0.007271591,0.0006457256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02172529,"about_ca_system_score_gemma":0.07734795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.100877,"about_ca_topic_score_gemma":0.1121247,"domain_scores_codex":[0.9606054,0.01613496,0.002985345,0.003722267,0.01259753,0.003954357],"domain_scores_gemma":[0.7488516,0.1542678,0.01827545,0.007512381,0.06002579,0.01106692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004014534,0.0002099798,0.05917747,0.002429603,0.000124174,0.0007679623,0.03790284,0.001626461,0.004119848,0.3696287,0.05338027,0.4702313],"study_design_scores_gemma":[0.00007386632,0.0005562244,0.1365642,0.007215109,0.00009935128,0.0008722147,0.01872015,0.001249637,0.003444993,0.02133079,0.8097318,0.0001416238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2188108,0.08955612,0.01717098,0.5349047,0.003352101,0.0003631043,0.0004790361,0.0002393704,0.1351238],"genre_scores_gemma":[0.864489,0.03151172,0.0154215,0.03339719,0.001284119,0.0003560408,0.0004031528,0.0001175416,0.05301972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.100877,"threshold_uncertainty_score":0.406618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7318172828517989,"score_gpt":0.5303427419023886,"score_spread":0.2014745409494103,"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."}}