{"id":"W2052530625","doi":"10.3168/jds.2006-771","title":"Selection of Barley Grain Affects Ruminal Fermentation, Starch Digestibility, and Productivity of Lactating Dairy Cows","year":2007,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta","funders":"Agriculture and Agri-Food Canada","keywords":"Starch; Dry matter; Latin square; Neutral Detergent Fiber; Rumen; Digestion (alchemy); Forage; Food science; Chemistry; Animal science; Dairy cattle; Fermentation; Agronomy; Biology","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":[0.002405076,0.0000751671,0.0001972122,0.00006933614,0.0001663091,0.00001777563,0.0001729488,0.00003126138,0.00001369259],"category_scores_gemma":[0.0005595981,0.00003339772,0.00004507879,0.0007377371,0.000633351,0.0004832755,0.00005034772,0.0001167219,2.522907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003363515,"about_ca_system_score_gemma":0.00005719931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003985061,"about_ca_topic_score_gemma":0.00005658418,"domain_scores_codex":[0.9987972,0.00009212465,0.0003451047,0.0001808854,0.0003906802,0.0001939494],"domain_scores_gemma":[0.9987235,0.0002559625,0.0004777029,0.0000316708,0.0004236788,0.00008746985],"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":[0.0001517925,0.0001308164,0.2045074,0.00001762927,0.000002355254,0.000001245247,0.0001707509,0.000003397079,0.784978,0.000142448,0.00002314405,0.009871021],"study_design_scores_gemma":[0.0001475715,0.001325024,0.7854731,0.00004238501,0.000005124155,0.00004894544,0.0005316505,0.00001597908,0.2114137,0.000925191,0.00002397232,0.000047403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992208,0.00003999356,0.0000394318,0.0003572417,0.0001142919,0.0001066308,0.000006570022,0.000004263485,0.0001107552],"genre_scores_gemma":[0.9992055,0.00001395456,0.0006596584,0.00001834912,0.00008793149,4.120961e-7,0.000001384224,4.172202e-7,0.00001242294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5809656,"threshold_uncertainty_score":0.2333608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365671108027387,"score_gpt":0.2850338018488303,"score_spread":0.2613770907685564,"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."}}