{"id":"W1485834744","doi":"10.2527/2003.8192145x","title":"Effects of moisture, roller setting, and saponin-based surfactant on barley processing, ruminal degradation of barley, and growth performance by feedlot steers1","year":2003,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Tempering; Hordeum vulgare; Animal science; Feedlot; Agronomy; Mathematics; Materials science; Chemistry; Biology; Metallurgy; Poaceae","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005646907,0.000105034,0.000217562,0.0000417289,0.0001692047,0.00003286829,0.000143126,0.00004306812,0.000009343496],"category_scores_gemma":[0.0002322741,0.0000433459,0.00003618041,0.0003419809,0.0004461276,0.000279293,0.00001788642,0.0001048637,2.793001e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951507,"about_ca_system_score_gemma":0.00005198452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001950231,"about_ca_topic_score_gemma":0.000002336027,"domain_scores_codex":[0.9989593,0.00006889446,0.0002714808,0.0001709579,0.0003488159,0.0001805661],"domain_scores_gemma":[0.9989991,0.0001863655,0.0004043597,0.00001978133,0.0002756833,0.0001147612],"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":[0.0002640434,0.0001332101,0.06205622,0.00005021543,0.000002153738,0.000001483911,0.0000278361,0.00000235886,0.9350582,0.0001471981,0.00007220913,0.002184844],"study_design_scores_gemma":[0.0002748592,0.002706533,0.6067345,0.0001054064,0.000007388544,0.00001757378,0.00005489237,0.00007568128,0.3898894,0.00003471683,0.00004168783,0.00005733831],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989787,0.00044898,0.000005682984,0.0002611693,0.0000293241,0.00008606414,0.000005003148,0.000003054619,0.0001820384],"genre_scores_gemma":[0.9995516,0.0001147536,0.0002325987,0.00007037359,0.0000166743,7.836309e-7,8.109928e-7,6.914571e-7,0.0000116995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451688,"threshold_uncertainty_score":0.1767594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00813577986783318,"score_gpt":0.2141435864496449,"score_spread":0.2060078065818117,"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."}}