{"id":"W2461695410","doi":"10.7202/1036701ar","title":"Les exigences linguistiques de quelques systèmes scolaires : une comparaison internationale","year":2016,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01975153,0.0002574237,0.000289154,0.0002195158,0.0004067973,0.0001831372,0.0004078764,0.0002599249,0.001551524],"category_scores_gemma":[0.01569371,0.0002228323,0.0001231366,0.0005455366,0.0004558027,0.0006082751,0.00004099121,0.0002457128,0.0001891907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587062,"about_ca_system_score_gemma":0.002044628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03727023,"about_ca_topic_score_gemma":0.01940833,"domain_scores_codex":[0.9828042,0.01483,0.0005991112,0.0004658039,0.000895391,0.0004054501],"domain_scores_gemma":[0.9947582,0.003528066,0.0005506477,0.0002657284,0.0007415616,0.0001557865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001545703,0.0001656616,0.04748067,0.00008834639,0.00007123176,0.000002752804,0.3809721,0.0001922709,0.001208914,0.1674913,0.003459985,0.3988513],"study_design_scores_gemma":[0.0006617019,0.0002656126,0.5777661,0.002634545,0.0002056446,0.00001510454,0.0256917,0.002158679,0.004739004,0.09127528,0.2936859,0.0009006736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6519207,0.02518339,0.1279503,0.1129874,0.007494476,0.000848613,0.00002620327,0.0004426497,0.07314626],"genre_scores_gemma":[0.9307096,0.001257085,0.0279472,0.0004050513,0.001460379,0.00009275769,0.00004710577,0.00003325004,0.03804757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5302855,"threshold_uncertainty_score":0.9993612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303991679537448,"score_gpt":0.4650950728725832,"score_spread":0.3346959049188384,"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."}}