{"id":"W1814967088","doi":"10.7202/1027904ar","title":"De résoudre un problème à problématiser mathématiquement","year":2014,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Social Representations and Identity","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01616706,0.001228148,0.001028426,0.003096926,0.006715825,0.01519785,0.003981315,0.007635107,0.0164095],"category_scores_gemma":[0.04087118,0.0006376043,0.001087724,0.003317151,0.03198312,0.02611929,0.01014892,0.01166997,0.003534707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007269347,"about_ca_system_score_gemma":0.008452086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006370971,"about_ca_topic_score_gemma":0.007499496,"domain_scores_codex":[0.9783958,0.01263537,0.0008809778,0.003337902,0.0038505,0.0008994302],"domain_scores_gemma":[0.9683091,0.02086709,0.002172356,0.003571493,0.004118179,0.0009619066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001039536,0.00001483199,0.0004015395,0.0001852748,0.000009804319,0.00006832756,0.006337205,0.0003026636,0.0001375688,0.9788462,0.002940568,0.01074557],"study_design_scores_gemma":[0.00001337961,0.00002598807,0.0005839415,0.0007320877,0.00001979187,0.0003032409,0.01122005,0.001638724,0.0006055873,0.7252724,0.2595431,0.00004170874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03382584,0.02872259,0.4208992,0.248243,0.004729812,0.0001840034,0.000250861,0.0003925482,0.2627521],"genre_scores_gemma":[0.697533,0.02370122,0.1915132,0.02192541,0.003945613,0.000670756,0.000407067,0.000707997,0.05959582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0164095,"threshold_uncertainty_score":0.0855006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246425544139935,"score_gpt":0.350072466510059,"score_spread":0.3276082110686596,"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."}}