{"id":"W4411275872","doi":"10.1016/j.jveb.2025.06.001","title":"The risk of an attribution bias that “everything is okay”: Why you need to actually look for behavioral problems before you can assume they are not there","year":2025,"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":"Attribution; Psychology; Attribution bias; Cognitive psychology; Social psychology","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":[0.06230977,0.0004094822,0.0005571159,0.00099418,0.001534712,0.001968274,0.001152182,0.00304561,0.008202704],"category_scores_gemma":[0.2954028,0.0004467223,0.0005646494,0.0006132775,0.004352667,0.003693637,0.001379941,0.004979613,0.0009011123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100174,"about_ca_system_score_gemma":0.001878909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925375,"about_ca_topic_score_gemma":0.006193776,"domain_scores_codex":[0.9677947,0.02097063,0.001656461,0.002126867,0.006782906,0.0006684246],"domain_scores_gemma":[0.747995,0.1829994,0.02533788,0.02313144,0.01701441,0.003521952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002997576,0.001208878,0.4006972,0.001169253,0.001486983,0.001914663,0.03733726,0.0009583361,0.0073966,0.08943992,0.07438532,0.3810079],"study_design_scores_gemma":[0.0009777047,0.0009326708,0.388739,0.003777607,0.001598231,0.01144938,0.0239733,0.01381499,0.01299662,0.4208306,0.1203331,0.0005768287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5408702,0.005791146,0.1033413,0.2518609,0.008845633,0.0005354094,0.0005107251,0.0006033471,0.08764141],"genre_scores_gemma":[0.9528977,0.0006467898,0.01328364,0.02815751,0.001096815,0.0001492274,0.00008050355,0.000148124,0.003539745],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06230977,"threshold_uncertainty_score":0.3295295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08344245979715041,"score_gpt":0.3843215040026375,"score_spread":0.3008790442054871,"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."}}