{"id":"W4321382028","doi":"10.1016/j.cvsm.2022.12.001","title":"Preface","year":2023,"lang":"en","type":"editorial","venue":"Veterinary Clinics of North America Small Animal Practice","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004952401,0.003103415,0.002768612,0.007253432,0.003253181,0.007187861,0.002089339,0.008173993,0.1120161],"category_scores_gemma":[0.0325055,0.0009560948,0.002193004,0.002705581,0.001198411,0.003108519,0.002528776,0.01067893,0.07523431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00305227,"about_ca_system_score_gemma":0.003504213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257945,"about_ca_topic_score_gemma":0.008793507,"domain_scores_codex":[0.9966636,0.0007415186,0.0004329486,0.0003858338,0.001499175,0.0002768259],"domain_scores_gemma":[0.9742427,0.006334731,0.001999979,0.0008932299,0.01234562,0.004183551],"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":[0.00001188347,0.000004054313,0.000008929792,0.00009503046,0.000002923526,0.00003029938,0.000004425604,0.000007285956,0.00001517102,0.00006670998,0.9962271,0.00352622],"study_design_scores_gemma":[0.00003593272,0.00001288961,0.0001265089,0.0004834393,0.00001366279,0.0001216692,0.0000230812,0.00003178405,0.00002755325,0.0004917546,0.9986227,0.000009039909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002495124,0.006604096,0.0001093145,0.0222614,0.9639055,0.00006355562,0.0001209163,0.00006472736,0.006845579],"genre_scores_gemma":[0.0003766549,0.005596991,0.0001795475,0.0355037,0.9117501,0.0001345089,0.0001981866,0.0001147161,0.04614566],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1120161,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06579038053101213,"score_gpt":0.3723570047586793,"score_spread":0.3065666242276671,"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."}}