{"id":"W4232092449","doi":"10.7120/09627286.24.4.399","title":"Stakeholder views on treating pain due to dehorning dairy calves","year":2015,"lang":"en","type":"article","venue":"Animal Welfare","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Genome Canada","keywords":"Animal welfare; Dairy industry; Normative; Medicine; Stakeholder; Pain relief; Pain management; Business; Physical therapy; Public relations; Anesthesia; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01414042,0.0003552748,0.0003455336,0.0005316862,0.00305581,0.002751164,0.0007132068,0.002147348,0.003291283],"category_scores_gemma":[0.02821208,0.0002667328,0.0005424264,0.0003630122,0.002912263,0.001872021,0.003301843,0.002325274,0.0003228336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694519,"about_ca_system_score_gemma":0.00193019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187216,"about_ca_topic_score_gemma":0.002725199,"domain_scores_codex":[0.9810438,0.01528152,0.0004599752,0.0003073169,0.001851106,0.001056348],"domain_scores_gemma":[0.9649956,0.0272635,0.002103525,0.0003962806,0.002815167,0.002425955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000512716,0.0002192092,0.02862864,0.001674765,0.0001049115,0.004110407,0.8909464,0.0004575607,0.01508673,0.005123117,0.005971468,0.04716393],"study_design_scores_gemma":[0.00004049439,0.0007082206,0.01168842,0.001428912,0.00007059329,0.002387204,0.9266502,0.000903841,0.002110024,0.002066271,0.05183698,0.0001088901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641455,0.001585791,0.003940789,0.01719044,0.0002672464,0.00008672729,0.00007329894,0.00002644649,0.01268377],"genre_scores_gemma":[0.9943085,0.0009153404,0.001198115,0.002584109,0.00006718862,0.00005232496,0.00002374829,0.00001314743,0.000837508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01414042,"threshold_uncertainty_score":0.07478255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08834421985394526,"score_gpt":0.3547856980529793,"score_spread":0.2664414781990341,"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."}}