{"id":"W4221065135","doi":"10.1111/jpn.13708","title":"Dry heating, moist heating, and microwave irradiation of cold‐climate‐adapted barley grain—Effects on ruminant‐relevant carbohydrate and molecular structural spectral profiles","year":2022,"lang":"en","type":"article","venue":"Journal of Animal Physiology and Animal Nutrition","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carbohydrate; Starch; Rumen; Food science; Chemistry; Ruminant; Digestion (alchemy); Agronomy; Animal science; Crop; Biology; Biochemistry; Fermentation; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009439958,0.0002364627,0.0001683433,0.0001412937,0.0001472101,0.0002130622,0.00009114794,0.000140345,0.0008702219],"category_scores_gemma":[0.00009650758,0.0001142565,0.000202844,0.0001850898,0.0001582982,0.0001038006,0.00009720509,0.0002260133,0.0000856757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889049,"about_ca_system_score_gemma":0.0001003829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080826,"about_ca_topic_score_gemma":0.001732854,"domain_scores_codex":[0.999948,0.000008104255,0.000003633428,0.00001536315,0.000008963034,0.00001598021],"domain_scores_gemma":[0.9999403,0.00001001468,0.00002347514,0.000005498029,0.000006710934,0.00001403623],"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":[0.001020395,0.00002865254,0.001607651,0.00002621321,0.00001177923,0.00001866883,0.00002316294,0.00002824413,0.9961505,0.000006920214,0.000007294134,0.001070497],"study_design_scores_gemma":[0.00004575647,0.001635605,0.3991726,0.000008421407,0.00006889795,0.000171781,0.0002013095,0.0004963634,0.5971938,0.00004069319,0.000952274,0.00001255504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994492,0.0001881405,0.0001922816,0.000005801042,0.000002584807,0.000004914222,0.00004974713,0.000002835181,0.0001045004],"genre_scores_gemma":[0.9983012,0.0002518963,0.0006821089,0.00002961042,0.000004256829,0.00001636099,0.0001905019,0.00000806068,0.00051604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001080826,"threshold_uncertainty_score":0.00291121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00786345591494517,"score_gpt":0.217033030426697,"score_spread":0.2091695745117518,"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."}}