{"id":"W2048593417","doi":"10.1080/14926156.2012.679992","title":"Évolution de la résolution de problèmes en enseignement des mathématiques au Québec: un parcours sur cent ans des programmes et documents pédagogiques","year":2012,"lang":"fr","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; 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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01134396,0.0001580065,0.0001933618,0.0005919482,0.001521199,0.0001643921,0.0003507397,0.000276733,0.00002573638],"category_scores_gemma":[0.003296407,0.0001561608,0.00004652553,0.0007538577,0.01260538,0.001001903,0.00001977123,0.0003088868,0.000001982715],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003947328,"about_ca_system_score_gemma":0.02685289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07090894,"about_ca_topic_score_gemma":0.06666464,"domain_scores_codex":[0.9979488,0.0004751334,0.0004200087,0.0001527048,0.0002292307,0.0007740775],"domain_scores_gemma":[0.9977438,0.0004782807,0.0004582356,0.0001159347,0.0006558456,0.0005478351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[5.656132e-7,0.0003228128,0.1772821,0.0001138479,0.00002824371,4.828663e-7,0.2847674,0.000003232657,0.0002314779,0.4751211,0.0001589462,0.0619699],"study_design_scores_gemma":[0.0001415632,0.0001516549,0.1234019,0.0007802599,0.000116182,0.0003212012,0.4168966,0.00009860998,0.0006279027,0.4520562,0.005165456,0.000242526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671869,0.008030322,0.004186744,0.01785856,0.0008011422,0.0002432257,0.000003842066,0.00002191252,0.001667388],"genre_scores_gemma":[0.8808107,0.002356966,0.1161828,0.00007858507,0.0003975279,0.00003748859,0.00000191711,0.00001080869,0.0001232301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321293,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545291590429491,"score_gpt":0.3937566798074442,"score_spread":0.3392275207644951,"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."}}