{"id":"W4402109838","doi":"10.55016/ojs/jet.v45i3.52219","title":"Croyances mathématiques chez des futurs maitres au primaire: une activité réflexive","year":2018,"lang":"fr","type":"article","venue":"Journal of educational thought.","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College Saint-Jean","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002443634,0.0002795732,0.0004363788,0.0002525649,0.0009687294,0.0002279231,0.0007075001,0.0002143168,0.004191752],"category_scores_gemma":[0.001283807,0.0002504655,0.0002740378,0.0007877523,0.002264768,0.00108269,0.0000546648,0.0004729527,0.0001388367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009692415,"about_ca_system_score_gemma":0.003707521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080127,"about_ca_topic_score_gemma":0.001016804,"domain_scores_codex":[0.9970429,0.000620809,0.0008619063,0.0002305226,0.0007718647,0.0004720023],"domain_scores_gemma":[0.9958316,0.001060189,0.00140983,0.0002477968,0.001112588,0.0003379586],"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":[0.00003452348,0.00110552,0.003883869,0.0001486909,0.0001401463,0.000001586083,0.09401006,0.000001368155,0.0001466697,0.8082885,0.07687642,0.01536262],"study_design_scores_gemma":[0.0001563141,0.0002723979,0.01479218,0.0008651564,0.0001127282,0.0001061638,0.008871837,0.00001492227,0.002704183,0.6874604,0.2843461,0.0002976769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6432942,0.006359206,0.004863563,0.1513946,0.01052991,0.0003705184,0.00002322198,0.0000631174,0.1831017],"genre_scores_gemma":[0.7960898,0.001497888,0.1539248,0.0006444227,0.0155863,0.00001698431,0.000004608818,0.00004031241,0.03219498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074697,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146347009487487,"score_gpt":0.391857873288834,"score_spread":0.3503944031939591,"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."}}