{"id":"W2200582875","doi":"10.1136/vr.103093","title":"Best in show but not best shape: a photographic assessment of show dog body condition","year":2015,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Canin; University of Liverpool","keywords":"Overweight; Breed; Underweight; Medicine; Body weight; Shoulders; Body shape; Observational study; Obesity; Demography; Animal science; Biology; Internal medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007572972,0.0001447274,0.0001710999,0.001327172,0.000276771,0.0004701752,0.0001683345,0.0002754111,0.002066194],"category_scores_gemma":[0.002162397,0.0001469323,0.0001984675,0.0004521296,0.0003288623,0.0003711772,0.0004717354,0.0001616079,0.000238197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280979,"about_ca_system_score_gemma":0.0001121252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00209402,"about_ca_topic_score_gemma":0.007356923,"domain_scores_codex":[0.9996001,0.0001462273,0.0000391883,0.00005922716,0.0001143235,0.00004093939],"domain_scores_gemma":[0.9989057,0.0002494834,0.000431774,0.00007756733,0.0002259437,0.0001096647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101616,0.0002281556,0.9289985,0.0002223426,0.0001026505,0.0006093243,0.005771589,0.0001795568,0.0346967,0.0001302056,0.0007630165,0.02728181],"study_design_scores_gemma":[0.000004831596,0.0003070956,0.9948766,0.00000879302,0.00002319307,0.0008481034,0.002099034,0.0001909402,0.001197444,0.00002173425,0.0004131706,0.000009017575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981199,0.00008727918,0.0004272907,0.00002917999,0.000004128983,0.00003317017,0.0001275377,0.000005514851,0.00116598],"genre_scores_gemma":[0.9976636,0.0001134044,0.001509995,0.00001837224,0.000007121073,0.0000163256,0.0001254092,0.000003537985,0.0005421908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00209402,"threshold_uncertainty_score":0.006912112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07338433276567505,"score_gpt":0.3973252238586692,"score_spread":0.3239408910929942,"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."}}