{"id":"W2883886180","doi":"10.71781/5316","title":"Nature et rôle des inférences impliquées dans la résolution de problèmes mathématiques","year":2017,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01342606,0.001138009,0.000722501,0.001770255,0.00323744,0.01265914,0.002105663,0.003033008,0.01343286],"category_scores_gemma":[0.06466938,0.0009295457,0.001876925,0.00134944,0.007724566,0.01533974,0.004735989,0.006600854,0.002951639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004273803,"about_ca_system_score_gemma":0.003736277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005817494,"about_ca_topic_score_gemma":0.005336628,"domain_scores_codex":[0.9817748,0.01069107,0.0007203541,0.002265022,0.003761396,0.0007872431],"domain_scores_gemma":[0.9569668,0.03350553,0.002193492,0.002292249,0.004309246,0.0007326556],"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":[0.000576686,0.0001927416,0.006251737,0.001697745,0.0001970434,0.0011307,0.100678,0.00588289,0.01678305,0.6867814,0.00658522,0.1732428],"study_design_scores_gemma":[0.0001283207,0.000383671,0.01408878,0.001224736,0.0003714208,0.001155857,0.05180484,0.03734628,0.03552274,0.6477104,0.2099004,0.000362434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1738393,0.007262247,0.6282902,0.03279312,0.001085335,0.0003200146,0.0004235152,0.001438301,0.1545479],"genre_scores_gemma":[0.8356902,0.003559865,0.1303955,0.001593891,0.0003187616,0.0001888069,0.0004339434,0.0004074854,0.02741152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01343286,"threshold_uncertainty_score":0.07100469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0498480655042083,"score_gpt":0.4431309933290942,"score_spread":0.3932829278248859,"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."}}