{"id":"W4416273392","doi":"10.1016/j.jveb.2025.11.009","title":"Functional characteristics of behavior problems in dogs","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":true,"ca_institutions":"Brock University","funders":"","keywords":"Functional analysis; Behavioral analysis; Animal behavior; Function (biology); Applied behavior analysis; Reinforcement; Behavioral pattern","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":[0.001422697,0.0003399145,0.0003245048,0.005481567,0.0002992067,0.0005392702,0.000338772,0.0003143262,0.0009595924],"category_scores_gemma":[0.003304328,0.0001452883,0.0006417448,0.002531647,0.0006634915,0.0005870755,0.0005300612,0.0002988236,0.0001445846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006803115,"about_ca_system_score_gemma":0.00062323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912271,"about_ca_topic_score_gemma":0.007612797,"domain_scores_codex":[0.9989848,0.0002427733,0.0001927072,0.0001581067,0.0003579071,0.00006383813],"domain_scores_gemma":[0.9972372,0.0007645217,0.001281923,0.00008606851,0.0005501505,0.00008008005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467681,0.00006628749,0.835048,0.002367178,0.0002868084,0.001365337,0.002305679,0.0005389741,0.006115615,0.0007875979,0.001104845,0.1498669],"study_design_scores_gemma":[0.000004250909,0.0001954069,0.9832739,0.000435271,0.0001959421,0.006007695,0.001593021,0.0003589603,0.001639101,0.0004479223,0.005820545,0.00002798212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543674,0.02540623,0.008843803,0.0005386267,0.00004887054,0.0002040697,0.001754674,0.0001145697,0.008721806],"genre_scores_gemma":[0.9817579,0.01015752,0.00565521,0.0001169799,0.00002755954,0.00007222264,0.001141682,0.00002359168,0.001047331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005481567,"threshold_uncertainty_score":0.007779002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04665648417264746,"score_gpt":0.3714534176577812,"score_spread":0.3247969334851337,"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."}}