{"id":"W2769917351","doi":"10.3390/ani7120089","title":"Brazilian Citizens: Expectations Regarding Dairy Cattle Welfare and Awareness of Contentious Practices","year":2017,"lang":"en","type":"article","venue":"Animals","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Animal welfare; Culling; Welfare; Dairy cattle; Environmental health; Business; Quality (philosophy); Production (economics); Medicine; Psychology; Veterinary medicine; Political science; Geography; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304234,0.0001474437,0.0002982034,0.00005277808,0.001104844,0.0001134933,0.00021478,0.00006485185,0.00009966899],"category_scores_gemma":[0.0005813855,0.0001365744,0.00008013775,0.0000324969,0.0002428245,0.0003677834,0.0002083743,0.00008929286,0.00001827797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001347966,"about_ca_system_score_gemma":0.00001693654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008340958,"about_ca_topic_score_gemma":0.0001258953,"domain_scores_codex":[0.9990723,0.00004678468,0.0002509032,0.0002870765,0.0001467812,0.0001961623],"domain_scores_gemma":[0.9986903,0.00008556584,0.0005898647,0.0003910051,0.0001891231,0.00005410723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005815612,0.0001434379,0.9066471,0.0002288409,0.0002555733,0.0002375622,0.003888068,1.655824e-7,0.06737199,0.01480213,0.001273043,0.004570533],"study_design_scores_gemma":[0.0004850519,0.0003735156,0.9859508,0.00006608953,0.0001047524,0.00007525484,0.01000564,0.000003445605,0.0009261289,0.0001711321,0.001659161,0.0001790313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810461,0.001318119,0.00001308665,0.0009260932,0.0001339714,0.0001649349,0.00008286072,0.00005618888,0.01625861],"genre_scores_gemma":[0.9993698,0.00009531643,0.0001758234,0.00001754335,0.00006518184,0.00003324277,0.000006572451,0.00002112157,0.0002154108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0793037,"threshold_uncertainty_score":0.8497676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306356482198559,"score_gpt":0.4090177692588577,"score_spread":0.2783821210390018,"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."}}