{"id":"W2007637797","doi":"10.4141/a01-002","title":"Body condition score and its relationship to ultrasound backfat measurements in beef cows","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Ultrasound; Technician; Ice calving; Medicine; Beef cattle; Ultrasonography; Weaning; Mathematics; Animal science; Surgery; Biology; Pregnancy; Radiology; Internal medicine; Lactation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007630237,0.00007937116,0.00009832052,0.00006681934,0.0002825649,0.00009684197,0.0002264626,0.00003658649,0.0001771471],"category_scores_gemma":[0.0008566617,0.00003964816,0.00002197662,0.0005077073,0.0001693938,0.0004701843,0.000009170155,0.0001208168,0.0000170878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986892,"about_ca_system_score_gemma":0.00009299272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007285896,"about_ca_topic_score_gemma":0.0131614,"domain_scores_codex":[0.9990065,0.00006605188,0.0001822121,0.0001649225,0.0002854305,0.0002949465],"domain_scores_gemma":[0.9990154,0.0001144392,0.00008764906,0.00002409503,0.0000582841,0.0007001501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000006826059,0.000009000109,0.4005182,0.00000102418,8.904665e-7,0.000007802862,0.0000503938,0.00001157816,0.5986497,0.0005118327,0.0000604145,0.0001723341],"study_design_scores_gemma":[0.00009244661,0.0006164571,0.9891133,0.00004524566,0.000003014315,0.00006105129,0.0001165155,0.00000194207,0.009177565,0.0002371697,0.0004483038,0.00008698469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981351,0.0001984315,5.243533e-7,0.0003929096,0.00006900914,0.0001373398,0.00001022637,0.00000166382,0.001054717],"genre_scores_gemma":[0.9996995,0.000004284404,0.00009103736,0.0001572174,0.00002856061,0.000001422102,8.808199e-7,6.073494e-7,0.0000165144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5894721,"threshold_uncertainty_score":0.7344372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180513592788095,"score_gpt":0.2443749046922641,"score_spread":0.2025697687643831,"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."}}