{"id":"W2557392584","doi":"","title":"Étude de conditions didactiques favorables à la décontextualisation des connaissances mathématiques","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003940503,0.0002566761,0.0003405416,0.0007583196,0.0007622424,0.0003130848,0.0005333901,0.000313323,0.001478121],"category_scores_gemma":[0.005316553,0.0002550342,0.0001642883,0.0005207278,0.001190182,0.001281206,0.000007474494,0.0003167697,0.00002455159],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008414114,"about_ca_system_score_gemma":0.02311034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1232921,"about_ca_topic_score_gemma":0.6857644,"domain_scores_codex":[0.9967026,0.001301427,0.0008173775,0.0002406445,0.0001308731,0.0008071121],"domain_scores_gemma":[0.9945798,0.0008622555,0.001041135,0.0003120363,0.00139817,0.001806591],"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":[0.000003588446,0.0001539759,0.006539225,0.0001969723,0.00005817801,0.000006211835,0.2730052,0.000003682512,0.0003657659,0.6418321,0.04513999,0.03269513],"study_design_scores_gemma":[0.0002016002,0.0001335733,0.02651011,0.003894961,0.0001843738,0.0005995611,0.08596972,0.00002259235,0.0007844949,0.5507592,0.3304628,0.0004770438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115373,0.004085399,0.01571028,0.04687288,0.00494501,0.0003517228,0.00009345678,0.0000478924,0.01635606],"genre_scores_gemma":[0.9814725,0.001340971,0.007110739,0.0007265661,0.001308535,0.00006448196,0.00002078089,0.00004329502,0.007912113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5624723,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139324243314537,"score_gpt":0.3519318894489679,"score_spread":0.2705386470158225,"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."}}