{"id":"W4378909280","doi":"10.3390/dairy4020023","title":"Effect of Blend-Pelleted Products Based on Carinata Meal or Canola Meal in Combination with Lignosulfonate on Ruminal Degradation and Fermentation Characteristics, Intestinal Digestion, and Feed Milk Value When Fed to Dairy Cows","year":2023,"lang":"en","type":"article","venue":"Dairy","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Canola Development Commission","keywords":"Latin square; Canola; Rumen; Meal; Digestion (alchemy); Food science; Fermentation; Dry matter; Chemistry; Nutrient; Biology; Animal science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003344177,0.000170461,0.0002393724,0.00009974652,0.0001197805,0.00003149786,0.00007657782,0.00006227255,0.000008836059],"category_scores_gemma":[0.0003504668,0.00007786417,0.00001501236,0.0004377892,0.00008254447,0.00009226488,0.00003401309,0.0001028904,0.00000611888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004917834,"about_ca_system_score_gemma":0.00002148582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003540599,"about_ca_topic_score_gemma":0.0002050289,"domain_scores_codex":[0.9987292,0.0002629985,0.0002205498,0.000383235,0.0002126874,0.0001913837],"domain_scores_gemma":[0.9991773,0.0004597985,0.0001181348,0.00005729247,0.0001123381,0.00007511133],"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":[0.01973447,0.0007580341,0.2307719,0.0003819453,0.00002437754,0.00006681554,0.0005648457,0.00008986931,0.6794775,0.0008559508,0.001037948,0.06623644],"study_design_scores_gemma":[0.00136044,0.008206246,0.9563763,0.0002836777,0.00001635165,0.000007010963,0.00009606759,0.001352025,0.03199841,0.00006957555,0.00008004145,0.0001539107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964858,0.000005070653,0.000004945813,0.002621976,0.00006587032,0.0006431615,0.00009033286,0.00004543615,0.00003744575],"genre_scores_gemma":[0.998484,0.00001519566,0.00005633895,0.0001460641,0.00003171281,0.00005866108,0.001125613,0.000002578122,0.00007981345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7256044,"threshold_uncertainty_score":0.3175209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880066139187517,"score_gpt":0.2442061961579122,"score_spread":0.225405534766037,"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."}}