{"id":"W2586636956","doi":"10.3168/jds.2016-11872","title":"Short communication: An observational study investigating inter-observer agreement for variation over time of body condition score in dairy cows","year":2017,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Valacta (Canada); Université de Montréal","funders":"","keywords":"Repeatability; Herd; Mathematics; Kappa; Dairy cattle; Observational study; Statistics; Animal science; Medicine; Biology","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":[0.008325599,0.0002612127,0.0003461227,0.0009307708,0.000670393,0.0006925124,0.0006389231,0.0006317222,0.001896877],"category_scores_gemma":[0.03250948,0.0001832937,0.000405568,0.0007391784,0.0004984363,0.0006993298,0.0009036832,0.000489504,0.0007068844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436206,"about_ca_system_score_gemma":0.0006426221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002593031,"about_ca_topic_score_gemma":0.002980942,"domain_scores_codex":[0.9923051,0.003122668,0.0009624947,0.00141543,0.001951316,0.0002428787],"domain_scores_gemma":[0.9301036,0.03056785,0.02121778,0.00442013,0.01250181,0.001188861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001435379,0.0003844349,0.9288452,0.0004245582,0.000276642,0.0003640708,0.002873857,0.0001502511,0.005521693,0.00005489397,0.003766459,0.05590267],"study_design_scores_gemma":[0.00004759754,0.001843758,0.9908534,0.00009209767,0.0001420747,0.0007585107,0.0009373603,0.0007790632,0.001899833,0.0001025161,0.002498721,0.00004511648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901812,0.0007621358,0.005531318,0.0002407541,0.0002413295,0.0002774442,0.00142612,0.00006771368,0.00127208],"genre_scores_gemma":[0.9923607,0.0002674895,0.004283539,0.0002416165,0.0002262322,0.0002805411,0.001087823,0.00002535027,0.001226843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008325599,"threshold_uncertainty_score":0.04403049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688645295668777,"score_gpt":0.3570093102389281,"score_spread":0.1881447806720504,"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."}}