{"id":"W2979292822","doi":"","title":"Les élèves québécois classés parmi les meilleurs au monde selon le classement PISA","year":2013,"lang":"fr","type":"article","venue":"Educ recherche","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Class (philosophy); Humanities; Physics; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002728458,0.0003545672,0.0003364104,0.00009129792,0.001249727,0.0003122907,0.000586016,0.0007843197,0.005562431],"category_scores_gemma":[0.001998741,0.0003437935,0.0001953003,0.0007630051,0.0008560878,0.001160814,0.00009716256,0.001279541,0.001279881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656802,"about_ca_system_score_gemma":0.004072678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.859204,"about_ca_topic_score_gemma":0.1351077,"domain_scores_codex":[0.9944791,0.003111114,0.0004920783,0.0004868838,0.0005661463,0.0008647284],"domain_scores_gemma":[0.994841,0.00361389,0.0003598396,0.0003883264,0.0003941862,0.0004027692],"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":[0.00001111579,0.0008850667,0.01365109,0.000116644,0.0001929441,0.000001226512,0.1657342,0.00004578197,0.0007263175,0.08735215,0.5065612,0.2247223],"study_design_scores_gemma":[0.0001302713,0.00006431318,0.0234256,0.00007318192,0.00006179747,0.000002889058,0.1615608,0.00004578993,0.00040156,0.007805625,0.8060836,0.0003445876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4376942,0.02963084,0.00003166929,0.3808982,0.002973486,0.0004093959,0.00001301553,0.00006829035,0.1482809],"genre_scores_gemma":[0.6077921,0.02906565,0.004159185,0.003210807,0.004742904,0.0002315622,0.00002385741,0.00006721216,0.3507067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7240962,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3521189966637642,"score_gpt":0.4484155601097921,"score_spread":0.09629656344602783,"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."}}