{"id":"W2109807375","doi":"10.7202/000288ar","title":"La stratification des matières scolaires chez les enseignants du primaire au Québec: évolution ou stabilité des représentations depuis 1981","year":2002,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005249231,0.0003066093,0.0002726284,0.0002478004,0.007221615,0.0003784998,0.0005651667,0.0003355047,0.0003553326],"category_scores_gemma":[0.00476298,0.0003407043,0.0001569705,0.001624585,0.02107899,0.00180717,0.00003434134,0.0002719658,0.00009562097],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031079,"about_ca_system_score_gemma":0.003124142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1098491,"about_ca_topic_score_gemma":0.1798231,"domain_scores_codex":[0.9946292,0.002620539,0.0007262885,0.000769399,0.0004683874,0.0007862037],"domain_scores_gemma":[0.9960864,0.002172076,0.0005266509,0.0003343004,0.0006244954,0.0002560661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000002594482,0.0005428588,0.1615779,0.0003234539,0.00002809077,6.043699e-7,0.6371589,0.0005324741,0.0004750107,0.1383593,0.0003150874,0.06068369],"study_design_scores_gemma":[0.000182295,0.0001872613,0.4988399,0.0006251068,0.000120536,0.00007483894,0.4430215,0.004812692,0.0002014694,0.04899086,0.002470359,0.0004731284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585086,0.005767724,0.003037402,0.01088129,0.001764747,0.0005038639,0.00001942184,0.0001244808,0.01939255],"genre_scores_gemma":[0.9742242,0.003614292,0.01671374,0.00008354147,0.001844322,0.0001950502,0.00004456127,0.00002649072,0.003253771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337262,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5858245495688199,"score_gpt":0.4874357666178722,"score_spread":0.09838878295094772,"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."}}