{"id":"W4417331052","doi":"10.1007/s42330-025-00420-x","title":"Réflexion sur le futur — Thèmes abordés dans le numéro spécial consacré au 25e anniversaire de la RCESMT","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Office of International Science and Engineering; Directorate for STEM Education; Strong","keywords":"History of science; Science education; Higher education; Science history","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":[0.02907421,0.0003991166,0.00075965,0.003273659,0.007511292,0.01343261,0.002331981,0.006565269,0.01548125],"category_scores_gemma":[0.07639148,0.0004196975,0.0006824053,0.002676864,0.01230109,0.01126981,0.010155,0.01326404,0.001709628],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02566944,"about_ca_system_score_gemma":0.04880449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1252891,"about_ca_topic_score_gemma":0.1864398,"domain_scores_codex":[0.9849849,0.003769024,0.001187606,0.001369788,0.00575156,0.002937231],"domain_scores_gemma":[0.9519693,0.01929612,0.003675366,0.00154808,0.01268491,0.01082626],"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":[0.0002277023,0.00005498658,0.008563004,0.001166258,0.00004414834,0.0007177702,0.05638904,0.0002808512,0.0006514601,0.4210331,0.4144958,0.09637584],"study_design_scores_gemma":[0.000009828824,0.0000368514,0.007336377,0.001729948,0.00001126726,0.0002699758,0.02383456,0.0000649174,0.0002756379,0.01404004,0.9523514,0.00003920911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01555813,0.02966885,0.001018172,0.8567696,0.04280868,0.00002059072,0.0002784853,0.00006018871,0.05381742],"genre_scores_gemma":[0.646548,0.03228153,0.002795528,0.1209127,0.0306793,0.0002067369,0.0004152602,0.0004717971,0.1656892],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9743305,"threshold_uncertainty_score":0.2491196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576787396553597,"score_gpt":0.3605533535527246,"score_spread":0.3447854795871886,"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."}}