{"id":"W4324290270","doi":"10.21423/bovine-vol43no2p90-96","title":"Case Study","year":2009,"lang":"en","type":"article","venue":"The Bovine Practitioner","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conjugated linoleic acid; Polyunsaturated fatty acid; Linoleic acid; Rumen; Food science; Fatty acid; Total mixed ration; Dairy cattle; Chemistry; Animal science; Lactation; Biology; Fermentation; Biochemistry; Pregnancy; Ice calving","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001371154,0.00006059434,0.00006501457,0.00000428513,0.0002794419,0.00002836675,0.00007854201,0.00001951091,0.0004979796],"category_scores_gemma":[0.00003599981,0.00001609042,0.00003194303,0.000135501,0.00002541043,0.000119362,0.00001594995,0.00007927328,0.0001462955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005890416,"about_ca_system_score_gemma":0.000002148083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789938,"about_ca_topic_score_gemma":0.0001152657,"domain_scores_codex":[0.9995055,0.0001117453,0.00008695148,0.0001178773,0.00007240593,0.0001055515],"domain_scores_gemma":[0.9996954,0.0001402973,0.00004444009,0.00004720376,0.00003976311,0.00003285638],"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":[0.000806368,0.01036942,0.008434834,0.000003387454,0.00007187573,0.006426025,0.00122004,0.00001615244,0.5700371,0.01837687,0.08492317,0.2993148],"study_design_scores_gemma":[0.0009021747,0.006557929,0.8176863,0.000008382538,0.00006567999,0.01018494,0.01212356,0.00005911111,0.001443829,0.01504501,0.1354436,0.0004794701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811639,0.00002316709,0.000002775582,0.01412295,0.00004096259,0.0001869797,0.000005625225,0.00004971248,0.004403924],"genre_scores_gemma":[0.9976784,0.000006769273,0.00001044436,0.001529361,0.000230012,0.0000105176,0.00001214827,2.171652e-7,0.0005221471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8092515,"threshold_uncertainty_score":0.5452527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838076562990335,"score_gpt":0.2758496214091878,"score_spread":0.2374688557792845,"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."}}