{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177122,0.0001779461,0.000242426,0.0001337043,0.00003977021,0.00002076185,0.0001483834,0.0001168261,0.0001216686],"category_scores_gemma":[0.00004474577,0.0001820938,0.00009949603,0.0001142821,0.0001017131,0.0000135817,0.0001715718,0.0001308212,0.00002685309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004302052,"about_ca_system_score_gemma":0.00006077058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002012277,"about_ca_topic_score_gemma":0.0001458985,"domain_scores_codex":[0.9988855,0.00008895925,0.0003201534,0.0003425359,0.0001560338,0.0002068942],"domain_scores_gemma":[0.9993407,0.00001867516,0.0001397441,0.0002607837,0.0001610364,0.00007912482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002838085,0.000339114,0.01970866,0.000040041,0.00007830477,0.00004659386,0.00005994072,0.000005516974,0.9765352,0.00001464198,0.001459725,0.001428447],"study_design_scores_gemma":[0.006222821,0.04859139,0.1429208,0.0005450579,0.0001990475,0.000722921,0.005244466,0.002323247,0.3074666,0.0001743367,0.483636,0.001953368],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940293,0.0001406318,0.00006418709,0.00009469,0.0003750069,0.0002036713,0.00006327246,0.00001121492,0.00501805],"genre_scores_gemma":[0.9977325,0.0002187898,0.0006002767,0.0001132903,0.0001392102,0.00009780715,0.0000972749,0.00001920528,0.0009816019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6690686,"threshold_uncertainty_score":0.7425571,"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."}}