{"id":"W4376269709","doi":"10.12968/live.2023.28.3.121","title":"Cattle <i>Review</i>","year":2023,"lang":"en","type":"article","venue":"Livestock","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Library science; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002787241,0.0009270859,0.001862703,0.004492861,0.0007089708,0.003452491,0.001428206,0.002987612,0.05049575],"category_scores_gemma":[0.01918555,0.0003764297,0.001598086,0.00489704,0.0008336397,0.002545231,0.001692257,0.002244157,0.01407084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338263,"about_ca_system_score_gemma":0.005876947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005459371,"about_ca_topic_score_gemma":0.01105554,"domain_scores_codex":[0.9980282,0.0004661785,0.0003896576,0.000239127,0.0007125551,0.0001642845],"domain_scores_gemma":[0.9816127,0.009027201,0.002589493,0.0003826203,0.005641126,0.0007468067],"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":[0.0001139269,0.00001434292,0.0002008048,0.07116881,0.0001938676,0.0001342559,0.00009181318,0.00006248279,0.0005745235,0.001624092,0.7818973,0.1439238],"study_design_scores_gemma":[0.00001837398,0.000043867,0.0007194861,0.0574453,0.0002034454,0.0002412679,0.00007040002,0.00001577328,0.0001138713,0.0005576328,0.9405574,0.000013239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002072799,0.9134381,0.0003414002,0.03363626,0.03757556,0.0001669549,0.001902024,0.0001030087,0.01262945],"genre_scores_gemma":[0.002502193,0.9055158,0.0006804135,0.05328181,0.02533011,0.0003066345,0.002095443,0.00006615568,0.01022139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05049575,"threshold_uncertainty_score":0.1689252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3800500599666253,"score_gpt":0.5436956660646091,"score_spread":0.1636456060979838,"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."}}