{"id":"W4406407018","doi":"10.1111/vop.13317","title":"Recognizing Our Reviewers","year":2025,"lang":"en","type":"article","venue":"Veterinary Ophthalmology","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; General surgery; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02885436,0.002749924,0.002483374,0.006019811,0.00572938,0.0275036,0.005884995,0.01266464,0.1717954],"category_scores_gemma":[0.2863416,0.001231972,0.002019646,0.003859114,0.003605874,0.01134728,0.008051101,0.01453442,0.2239958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005941266,"about_ca_system_score_gemma":0.02123735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371786,"about_ca_topic_score_gemma":0.003972043,"domain_scores_codex":[0.938668,0.01193881,0.007205765,0.008917335,0.02950704,0.003763133],"domain_scores_gemma":[0.6427943,0.02532184,0.01824469,0.01463927,0.2694484,0.02955163],"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":[0.00001007215,0.000005649534,0.00009702902,0.0001449948,0.000005663208,0.00005517423,0.00009573357,0.00001059395,0.0000398043,0.0007943453,0.9796684,0.01907239],"study_design_scores_gemma":[0.000008745354,0.00001207562,0.000134934,0.0003921269,0.000008655807,0.0003488535,0.0002374223,0.00004030177,0.00005669748,0.001024782,0.9977156,0.00001982682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003223872,0.0122695,0.003796395,0.2670812,0.6662958,0.0005075893,0.0006047109,0.001316546,0.0478059],"genre_scores_gemma":[0.009852358,0.02179733,0.009271314,0.2156367,0.4512599,0.001464616,0.001925258,0.002148184,0.2866443],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9711456,"threshold_uncertainty_score":0.574713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.481008341689975,"score_gpt":0.5880971929440306,"score_spread":0.1070888512540557,"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."}}