{"id":"W7117145987","doi":"10.36834/cmej.82935","title":"An Editor-in-Chief’s farewell","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008552233,0.00007163549,0.00009132169,0.000441668,0.0003885991,0.0004648618,0.0003540304,0.0001299797,0.03566051],"category_scores_gemma":[0.003735565,0.00006662029,0.00003017019,0.00007494471,0.0001075194,0.0003902744,0.000005545431,0.001001791,0.00003942319],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343129,"about_ca_system_score_gemma":0.02686526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03243081,"about_ca_topic_score_gemma":0.1760167,"domain_scores_codex":[0.9989932,0.00008164305,0.0002631757,0.0001118089,0.0002703864,0.0002798095],"domain_scores_gemma":[0.9970554,0.00004610644,0.00004684505,0.00009450738,0.0001694187,0.002587689],"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":[0.000001044642,0.00002722183,0.00108938,0.000006453854,0.000003445078,0.000006353349,0.005468871,9.507924e-7,2.002482e-7,0.07472193,0.8847777,0.03389643],"study_design_scores_gemma":[0.000113428,0.000008936801,0.001053047,0.0001641276,0.000003993976,0.00002132162,0.01136781,0.0000910817,3.626734e-7,0.003207616,0.9838963,0.0000720426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06350183,0.001440898,0.00003646951,0.2489952,0.05973194,0.000119392,0.0000131055,0.00004678422,0.6261144],"genre_scores_gemma":[0.8638611,0.00005108016,0.0000455663,0.0755365,0.04806609,0.000007599197,0.00001688822,0.00001127635,0.01240389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8003592,"threshold_uncertainty_score":0.9786515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009642177946566494,"score_gpt":0.2661730360130111,"score_spread":0.2565308580664446,"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."}}