{"id":"W4404566729","doi":"10.3758/s13420-024-00658-9","title":"What evidence can validate a dog training method?","year":2024,"lang":"en","type":"article","venue":"Learning & Behavior","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Templeton World Charity Foundation; Canadian Institute for Advanced Research","keywords":"Psychology; Training (meteorology); Test (biology); Welfare; Shock (circulatory); Cognitive psychology; Animal welfare; Ecology; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07996831,0.00258816,0.003278661,0.002886534,0.003946657,0.005061856,0.008696549,0.01276432,0.02085848],"category_scores_gemma":[0.164202,0.0009014412,0.002376001,0.002060615,0.01191123,0.007467267,0.002889825,0.004818079,0.006796042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560683,"about_ca_system_score_gemma":0.007557935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617236,"about_ca_topic_score_gemma":0.008961719,"domain_scores_codex":[0.9715984,0.01482538,0.003849115,0.003527581,0.005206536,0.000992946],"domain_scores_gemma":[0.7146097,0.168112,0.02482596,0.03325509,0.05455444,0.004642749],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.03694136,0.01454183,0.2083782,0.02840539,0.01369306,0.002570681,0.0030838,0.00267463,0.05065264,0.07242961,0.04944414,0.5171847],"study_design_scores_gemma":[0.006664348,0.02924801,0.1481387,0.03810409,0.01694365,0.004773661,0.01051151,0.006803785,0.1294356,0.122515,0.4859228,0.0009388655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3695521,0.09819608,0.1154745,0.2258848,0.03366167,0.003468547,0.005829949,0.0009174299,0.147015],"genre_scores_gemma":[0.7200522,0.05341573,0.1355639,0.04716836,0.008968281,0.003045231,0.006556105,0.0008017397,0.02442848],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9200317,"threshold_uncertainty_score":0.4229179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09308263850933221,"score_gpt":0.4547059977961033,"score_spread":0.3616233592867711,"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."}}