{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003248823,0.0006829483,0.0006912433,0.0004861118,0.001907157,0.0001493893,0.0006781586,0.0003434097,0.007291235],"category_scores_gemma":[0.00008306743,0.0006541644,0.0004171403,0.001072984,0.0001718019,0.0003630728,0.0004060456,0.0005480137,0.005658175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034389,"about_ca_system_score_gemma":0.0001135793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06457907,"about_ca_topic_score_gemma":0.03936222,"domain_scores_codex":[0.9959993,0.0001368266,0.0006562297,0.001024383,0.0005413383,0.001641884],"domain_scores_gemma":[0.9982689,0.00003647052,0.0001393891,0.0006731821,0.0002187367,0.0006633205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004475901,0.0005986341,0.3941676,0.0008286074,0.001056241,0.0228809,0.009996047,0.000007341,0.04967165,0.1118365,0.3526088,0.05187173],"study_design_scores_gemma":[0.0002992626,0.0008120785,0.5630085,0.00002591008,0.00006043291,0.00009627405,0.002303871,0.00001653033,0.00003685064,0.00001167469,0.4328161,0.0005124817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902568,0.0009377832,0.000001166243,0.03417231,0.0005754157,0.0006492144,0.0009166865,0.001084429,0.07140622],"genre_scores_gemma":[0.9964615,0.0001185644,0.00005964191,0.0006195951,0.0004160066,0.0001908378,0.0003163353,0.0001660325,0.001651528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688409,"threshold_uncertainty_score":0.9995909,"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."}}