{"id":"W4410990758","doi":"10.71403/8fx4p719","title":"Mot éditorial","year":2025,"lang":"fr","type":"article","venue":"Revue québécoise de didactique des mathématiques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004601251,0.000554415,0.000631684,0.0002362262,0.0003373429,0.002987895,0.0009282372,0.0005078616,0.0000828158],"category_scores_gemma":[0.000838857,0.0005243982,0.0003676208,0.0008624603,0.0003486298,0.004269526,0.0003484133,0.0005561995,0.0001797836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007034997,"about_ca_system_score_gemma":0.001018302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009730877,"about_ca_topic_score_gemma":0.003027957,"domain_scores_codex":[0.9970595,0.0003135316,0.0007222118,0.000697815,0.000252955,0.0009539638],"domain_scores_gemma":[0.9973908,0.0004652353,0.000277363,0.0009077588,0.0005310509,0.0004277946],"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":[0.00003902416,0.0003380743,0.0001192171,0.001114087,0.0001211007,0.000341474,0.01343008,0.00005457728,0.001323135,0.9015992,0.05102757,0.03049251],"study_design_scores_gemma":[0.0003820964,0.0002172967,0.006589425,0.002694954,0.00009320355,0.0004197733,0.000112441,0.005866128,0.008460839,0.3520466,0.622434,0.0006832397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09475818,0.0142463,0.08740627,0.01858547,0.01404372,0.00087208,0.00007217255,0.0008849314,0.7691309],"genre_scores_gemma":[0.7787018,0.006434311,0.02810407,0.006800604,0.006312896,0.0001503573,0.00003734918,0.0001139377,0.1733446],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6839437,"threshold_uncertainty_score":0.9997208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08736927336318998,"score_gpt":0.3106607683683611,"score_spread":0.2232914950051711,"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."}}