{"id":"W4308860989","doi":"10.3389/fanim.2022.1000897","title":"Dairy producer perceptions toward male dairy calves in the Midwestern United States","year":2022,"lang":"en","type":"article","venue":"Frontiers in Animal Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Guelph","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Thematic analysis; Welfare; Animal welfare; Focus group; Psychology; Medicine; Family medicine; Nursing; Qualitative research; Biology; Business; Marketing; Political science","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":[0.00332004,0.0001479758,0.0001922297,0.0005588417,0.002123934,0.001710872,0.0003070388,0.0003195035,0.003672453],"category_scores_gemma":[0.003411765,0.0001823184,0.00008910608,0.0005435344,0.001162398,0.0006784461,0.001152789,0.0004591054,0.0001515827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986547,"about_ca_system_score_gemma":0.001251779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06002438,"about_ca_topic_score_gemma":0.09552421,"domain_scores_codex":[0.9984138,0.0008068681,0.00008582978,0.0001655666,0.0003398566,0.0001881192],"domain_scores_gemma":[0.9964057,0.001255016,0.001154833,0.00005500769,0.000538605,0.0005910005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002267859,0.0001563527,0.7108477,0.0001858972,0.00003257326,0.001329945,0.2519978,0.00009682806,0.007406492,0.0006982219,0.001633395,0.02538804],"study_design_scores_gemma":[0.000006517349,0.0003607604,0.5346131,0.0002000769,0.0000172906,0.0004686324,0.4538784,0.0001245642,0.0004136485,0.000130366,0.00976118,0.00002552811],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967507,0.0002479058,0.000116758,0.0006290274,0.00000966993,0.000006657413,0.00004344426,0.000002457745,0.00219348],"genre_scores_gemma":[0.9981895,0.0004461542,0.0001569896,0.0003513125,0.000006222182,0.00001103538,0.00003386749,0.000002043572,0.0008028758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06002438,"threshold_uncertainty_score":0.11935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501219208516452,"score_gpt":0.335304653884421,"score_spread":0.2802924617992565,"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."}}