{"id":"W3210581000","doi":"10.1016/j.jveb.2021.09.005","title":"Only when you measure suffering can you fix it","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Behavior","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health PEI","funders":"","keywords":"Delphi method; Psychological intervention; Intervention (counseling); Psychology; Set (abstract data type); Multidisciplinary approach; Delphi; Applied psychology; Medical education; Medicine; Computer science; Psychiatry","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":[0.00217692,0.000775956,0.0007836493,0.0007131504,0.001662923,0.001278246,0.0007191371,0.001666782,0.02632576],"category_scores_gemma":[0.01050598,0.0002927294,0.0005345519,0.0003473994,0.001867204,0.001213643,0.001471131,0.004185278,0.01157757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005603528,"about_ca_system_score_gemma":0.0009751358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184303,"about_ca_topic_score_gemma":0.004539524,"domain_scores_codex":[0.9982722,0.0004423964,0.0001099224,0.0001660402,0.0008003327,0.0002091312],"domain_scores_gemma":[0.9942313,0.001264456,0.0008611039,0.0006259875,0.002193512,0.0008236702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002998473,0.003652127,0.07136235,0.001585602,0.0005131665,0.0009803857,0.007092374,0.0003773248,0.1800861,0.01561076,0.2711369,0.4446043],"study_design_scores_gemma":[0.0003981432,0.008958898,0.3542317,0.001752452,0.0004953294,0.004874981,0.0353789,0.001340208,0.1570166,0.03333291,0.4014619,0.0007581613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4838189,0.01035867,0.06649525,0.1714157,0.02573651,0.001433255,0.002905794,0.006862312,0.2309736],"genre_scores_gemma":[0.6911879,0.006872139,0.07937714,0.03373116,0.002231976,0.001639163,0.0009750954,0.001758413,0.182227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02632576,"threshold_uncertainty_score":0.08806843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06519625533434892,"score_gpt":0.3733057942687333,"score_spread":0.3081095389343844,"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."}}