{"id":"W4376621986","doi":"10.1017/awf.2023.32","title":"Canadian dairy farmer views about animal welfare","year":2023,"lang":"en","type":"article","venue":"Animal Welfare","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Animal welfare; Welfare; Animal-assisted therapy; Naturalness; Agency (philosophy); Value (mathematics); Thematic analysis; Psychology; Business; Socioeconomics; Public relations; Political science; Qualitative research; Sociology; Pet therapy; Social science; Biology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00436865,0.0002404234,0.0002974507,0.001228215,0.01829232,0.004049537,0.001019731,0.001059629,0.003947817],"category_scores_gemma":[0.007432013,0.0002435273,0.0001956055,0.002426907,0.007560653,0.0009855265,0.002389876,0.001187156,0.0001474198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05265883,"about_ca_system_score_gemma":0.05526881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800555,"about_ca_topic_score_gemma":0.986969,"domain_scores_codex":[0.9957736,0.001465469,0.00009381022,0.0003343554,0.001383924,0.0009488774],"domain_scores_gemma":[0.9929865,0.002210146,0.0006195122,0.000115899,0.002829276,0.001238663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001146317,0.00002304764,0.06308707,0.0002535343,0.00001882321,0.001669585,0.9003514,0.0001891622,0.003079136,0.006511902,0.00541842,0.01928332],"study_design_scores_gemma":[0.000005755015,0.00003548656,0.08006018,0.0002224519,0.0000182901,0.0001976618,0.8650816,0.00008898945,0.0002644593,0.0005879166,0.05338615,0.00005094337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408024,0.002313321,0.0004594031,0.01232017,0.00005898484,0.00003467182,0.0002408654,0.00001234919,0.0437578],"genre_scores_gemma":[0.9916582,0.001842215,0.0002549086,0.001022352,0.00000828643,0.00001881246,0.00005344866,0.000006171256,0.005135695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05265883,"threshold_uncertainty_score":0.3820684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348644035597092,"score_gpt":0.3341539414453338,"score_spread":0.2706675010893629,"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."}}