{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252474,0.000191063,0.0003487361,0.0006991419,0.001638673,0.001592431,0.0002762056,0.0007768883,0.002945576],"category_scores_gemma":[0.006652021,0.0003077941,0.0002750254,0.0007353608,0.001552914,0.0006737688,0.0009012985,0.000787557,0.0002122447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159102,"about_ca_system_score_gemma":0.001211858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03852997,"about_ca_topic_score_gemma":0.03924323,"domain_scores_codex":[0.9989927,0.0003821281,0.00005036326,0.00007527699,0.0002576557,0.0002418103],"domain_scores_gemma":[0.9960732,0.001396035,0.001128341,0.0001381605,0.0006013333,0.0006628513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000175857,0.00031553,0.6591614,0.0004538959,0.00003489686,0.001646339,0.29505,0.0000946791,0.003920227,0.002500186,0.001473182,0.03517374],"study_design_scores_gemma":[0.00001814322,0.0004724595,0.4973,0.0003900972,0.00005711695,0.001089269,0.4803342,0.0003471701,0.0005260548,0.0009354604,0.01846188,0.00006807312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994316,0.0002542498,0.0001164201,0.001478771,0.00001283722,0.00001548373,0.00005478925,0.000003757447,0.003747793],"genre_scores_gemma":[0.998782,0.0003576565,0.0001034395,0.0002449511,0.000008780512,0.00001025578,0.00002964961,0.000002068533,0.0004610773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03852997,"threshold_uncertainty_score":0.0766114,"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."}}