{"id":"W4415671796","doi":"10.1007/s42330-025-00400-1","title":"Twenty-Five Years of the Canadian Journal of Science, Mathematics and Technology Education: Past, Present, Future","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Science education; State (computer science); Science, technology, society and environment education; Educational technology; Social science education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006804598,0.0006089949,0.0007259937,0.006331435,0.01022384,0.01334746,0.001724557,0.002759534,0.02779588],"category_scores_gemma":[0.007175136,0.0003652067,0.0005365809,0.009086858,0.004656615,0.003996689,0.003743151,0.002822373,0.004881807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01974822,"about_ca_system_score_gemma":0.09271792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3523639,"about_ca_topic_score_gemma":0.7201433,"domain_scores_codex":[0.9941969,0.0004317896,0.0003180671,0.0003758961,0.003044276,0.001633024],"domain_scores_gemma":[0.9679151,0.0006949004,0.001201748,0.0002557622,0.01130199,0.01863053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008522341,0.0002229724,0.01818523,0.001546744,0.00004108303,0.0005065997,0.005091304,0.0001320543,0.0006979861,0.01951335,0.7589665,0.1950109],"study_design_scores_gemma":[0.000003476644,0.00002171606,0.0183913,0.0005726352,0.000008291438,0.0001133647,0.003786211,0.00002115834,0.00005104884,0.0004698603,0.9765294,0.00003164897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02405511,0.4177164,0.0004218238,0.3521444,0.1022698,0.00008289063,0.001910403,0.0001199184,0.1012793],"genre_scores_gemma":[0.222106,0.4578377,0.002101444,0.05376977,0.03086693,0.0001514531,0.003009609,0.0001632942,0.2299938],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9866526,"threshold_uncertainty_score":0.7006258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388977782479636,"score_gpt":0.3191111132115065,"score_spread":0.3052213353867101,"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."}}