{"id":"W2138756811","doi":"10.7202/1027905ar","title":"Interpréter la créativité du raisonnement dans les productions d’élèves en mathématiques d’une communauté d’apprentissages multidisciplinaires interactifs","year":2014,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université Laval","funders":"","keywords":"Humanities; Philosophy; Art","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":[0.002564177,0.0005752882,0.0002811878,0.001329286,0.001713761,0.004666611,0.0005399521,0.0008663908,0.007029434],"category_scores_gemma":[0.01020541,0.0003231751,0.0004992689,0.001052992,0.003703867,0.002865854,0.003060891,0.001185067,0.0009384794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643119,"about_ca_system_score_gemma":0.00131983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004311551,"about_ca_topic_score_gemma":0.004560581,"domain_scores_codex":[0.9980845,0.0008651216,0.00007130171,0.0002848532,0.000524963,0.000169305],"domain_scores_gemma":[0.9942123,0.003481168,0.0005809853,0.0006006752,0.0008136038,0.0003111389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004392156,0.0001745227,0.0525269,0.000614074,0.00006701444,0.002635731,0.501964,0.00362091,0.0531734,0.2319076,0.002447095,0.1504295],"study_design_scores_gemma":[0.0001697574,0.0007019956,0.1986115,0.0006444246,0.0002071954,0.00422045,0.3224189,0.02381348,0.04913164,0.1510985,0.2486541,0.0003278816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125873,0.0006067611,0.08222758,0.0009965453,0.00009825105,0.0001224535,0.000136736,0.0002939835,0.1029306],"genre_scores_gemma":[0.9669527,0.0001538137,0.02206746,0.00004839761,0.00001361334,0.00006545262,0.00008334681,0.0000852138,0.01053006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007029434,"threshold_uncertainty_score":0.02351582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072317474268678,"score_gpt":0.3499014258481862,"score_spread":0.3291782511054994,"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."}}