{"id":"W4406900259","doi":"10.36834/cmej.77193","title":"Reviewers’ views on the editorial review processes of the Canadian Medical Education Journal","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Saskatchewan","funders":"","keywords":"Peer review; Medical education; Work (physics); Descriptive statistics; Psychology; Medicine; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.154714,0.0007011206,0.001058541,0.006374938,0.0243903,0.02271432,0.003717482,0.005293103,0.006046218],"category_scores_gemma":[0.5211101,0.0009071944,0.001017391,0.007303901,0.01018153,0.004259794,0.005618062,0.005226568,0.001121177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07061155,"about_ca_system_score_gemma":0.232705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5090442,"about_ca_topic_score_gemma":0.6285626,"domain_scores_codex":[0.7202588,0.1151345,0.01581176,0.007255305,0.1258403,0.01569946],"domain_scores_gemma":[0.2627821,0.1949504,0.05114845,0.01002485,0.3895561,0.0915381],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001355024,0.000158321,0.061844,0.004252991,0.0003133126,0.003549247,0.2484837,0.0005799608,0.002501769,0.01028043,0.4877609,0.1789203],"study_design_scores_gemma":[0.000167301,0.0002813172,0.0795662,0.003406451,0.0001673573,0.001316329,0.131314,0.000589662,0.001168178,0.002931576,0.7784888,0.0006028757],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2155943,0.04948695,0.003781541,0.5652946,0.03285955,0.001254749,0.001149412,0.0005169748,0.1300618],"genre_scores_gemma":[0.9291306,0.01267044,0.004586662,0.03053996,0.006499258,0.0003480667,0.0002946511,0.0002565585,0.01567384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9293885,"threshold_uncertainty_score":0.9876942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2878703393976841,"score_gpt":0.5613766508686644,"score_spread":0.2735063114709803,"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."}}