{"id":"W7117049308","doi":"10.3138/cjgim.20.4.news","title":"Thank You Peer Reviewers","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02400176,0.001547538,0.002359384,0.006399778,0.004193292,0.01225166,0.00340035,0.004327903,0.2269368],"category_scores_gemma":[0.2795915,0.0008940017,0.00141105,0.003122129,0.001912146,0.005246339,0.004948153,0.006003181,0.2290693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004021917,"about_ca_system_score_gemma":0.0129864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007416502,"about_ca_topic_score_gemma":0.01979148,"domain_scores_codex":[0.9583774,0.008582141,0.003241052,0.003450818,0.02488239,0.001466145],"domain_scores_gemma":[0.4613464,0.0177231,0.008875678,0.01311232,0.48125,0.01769243],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001806828,0.000006117935,0.0001678486,0.00009781557,0.000006879011,0.00007689202,0.00006681227,0.00001217581,0.0000850005,0.000275995,0.9860355,0.01315102],"study_design_scores_gemma":[0.00001838725,0.00001244241,0.0005697572,0.0002408283,0.00002167544,0.0002224634,0.0003873763,0.00009414411,0.0001778847,0.0007887519,0.9974355,0.00003077735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001268211,0.007082715,0.003813883,0.2256845,0.7053065,0.0010221,0.003598592,0.002878929,0.04934465],"genre_scores_gemma":[0.01245856,0.00577422,0.01249574,0.07754839,0.1470735,0.001364424,0.00424891,0.005393624,0.7336427],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9759982,"threshold_uncertainty_score":0.7591792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08526792773879668,"score_gpt":0.4220612382775145,"score_spread":0.3367933105387179,"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."}}