{"id":"W4415387004","doi":"10.1002/jdd.70080","title":"An International Perspective on Curriculum Reform","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Curriculum mapping; Curriculum theory; Curriculum development; Emergent curriculum; Process (computing); Flexibility (engineering); Workforce","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002345154,0.00005472405,0.00006794203,0.0003298243,0.00004028657,0.00003015173,0.0001698935,0.00003383577,0.00138658],"category_scores_gemma":[0.00004323724,0.00004672908,0.00004847993,0.0001441653,0.00001174899,0.0002599368,0.000007804212,0.0001227645,0.0001378703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009543137,"about_ca_system_score_gemma":0.0002717626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009724378,"about_ca_topic_score_gemma":0.00001571071,"domain_scores_codex":[0.9993832,0.00004245694,0.0002288595,0.00008795726,0.0001948081,0.00006275447],"domain_scores_gemma":[0.9993423,0.00001152697,0.0001762937,0.00008831754,0.0003479047,0.00003371234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006979327,0.007465188,0.2395678,0.00001085695,0.0004880489,0.00001045801,0.0175151,0.00003158699,0.002146603,0.4941881,0.06988978,0.1679885],"study_design_scores_gemma":[0.0007583109,0.0003127456,0.9048147,0.0001030732,0.00003923957,0.00007813243,0.07622892,0.00005609025,0.000383012,0.005974299,0.01115153,0.00009998155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.737008,0.00008335852,0.00009453802,0.001310544,0.01070528,0.00005872779,5.703721e-7,0.000004847148,0.2507341],"genre_scores_gemma":[0.9935893,0.00001196872,0.0002980943,0.0003177023,0.0004379783,0.000005397465,0.000007701092,0.000003507022,0.005328344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6652468,"threshold_uncertainty_score":0.9995263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303942254073296,"score_gpt":0.4182677224555044,"score_spread":0.4052282999147714,"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."}}