{"id":"W6981391847","doi":"","title":"Effet non linéaire de la taille des classes sur le développement cognitif et non cognitif de l'enfant : estimation avec les données de l'Enquête québécoise sur le développement de l'enfant en maternelle de 2012 et 2017","year":2022,"lang":"fr","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Validation test; Intellectual ability; Statistical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001028682,0.0009215947,0.0007988659,0.0003132545,0.001144858,0.0001789248,0.0007799534,0.0005188523,0.0008738829],"category_scores_gemma":[0.0001887585,0.001057755,0.0004737832,0.0001662482,0.0005141397,0.00007336454,0.00128502,0.0005932148,0.00004909376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335514,"about_ca_system_score_gemma":0.004941728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3142168,"about_ca_topic_score_gemma":0.6254175,"domain_scores_codex":[0.9956082,0.001217244,0.0005273164,0.001004834,0.0003583465,0.001284061],"domain_scores_gemma":[0.9977837,0.0004961597,0.0005268287,0.000586269,0.0001777049,0.0004293651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003118565,0.004192603,0.1513506,0.003119165,0.005701917,0.002565038,0.4254449,0.01521107,0.1786412,0.0006744966,0.04179228,0.1681881],"study_design_scores_gemma":[0.01305807,0.001950845,0.4189631,0.002590676,0.002374337,0.001112355,0.09910956,0.02811559,0.0357608,0.001086435,0.3915853,0.004292958],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952424,0.0105806,0.02514507,0.006395249,0.000134462,0.0008741152,0.0002970417,0.00007193847,0.004077485],"genre_scores_gemma":[0.9520934,0.02629235,0.01045347,0.00105993,0.00018208,0.0001952672,0.000648798,0.0002906729,0.008783988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349793,"threshold_uncertainty_score":0.9991873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103063496447288,"score_gpt":0.2193996172919324,"score_spread":0.2090932676472036,"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."}}