{"id":"W4307676109","doi":"10.53967/cje-rce.5513","title":"Instruments d’accountability et équité scolaire dans les systèmes éducatifs d’Europe et du Canada : analyse du PISA 2012","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Accountability; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02979624,0.0006262365,0.001255446,0.01002449,0.005415523,0.009597665,0.001326155,0.0009141472,0.004047282],"category_scores_gemma":[0.09733766,0.0004179203,0.001028594,0.02372606,0.005574144,0.003088417,0.005046994,0.002396081,0.0002060027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1217199,"about_ca_system_score_gemma":0.1992707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9600025,"about_ca_topic_score_gemma":0.9508854,"domain_scores_codex":[0.9533953,0.01088292,0.002359988,0.002384338,0.02622661,0.004750794],"domain_scores_gemma":[0.893066,0.04120506,0.01013303,0.003248545,0.04944842,0.002898939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003873906,0.0001769832,0.5242408,0.001454968,0.0009270945,0.0001956166,0.03687638,0.01106942,0.0004680302,0.2288992,0.01221479,0.1830894],"study_design_scores_gemma":[0.00005559908,0.0001521525,0.8549958,0.001791077,0.0005244871,0.00008733069,0.0226255,0.00664843,0.001409365,0.01512459,0.09637539,0.0002103454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7583963,0.01284256,0.02260292,0.02110701,0.000242393,0.0009684308,0.008673853,0.0001999021,0.1749666],"genre_scores_gemma":[0.9831557,0.002176735,0.006471504,0.0005010566,0.00002620794,0.000279958,0.00114044,0.00004026244,0.006208066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8782801,"threshold_uncertainty_score":0.8831438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06066067129388292,"score_gpt":0.3263719422837135,"score_spread":0.2657112709898306,"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."}}