{"id":"W4312727301","doi":"10.1071/an22073","title":"Ruminal dry matter disappearance, total gas and methane production, and fermentation parameters as affected by fat and protein concentration in by-product supplemented grass hay-based diets","year":2022,"lang":"en","type":"article","venue":"Animal Production Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dry matter; Randomized block design; Chemistry; Hay; Forage; Context (archaeology); Animal science; Distillers grains; Fermentation; Total mixed ration; Meal; Rumen; Agronomy; Food science; Biology; Lactation","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":[0.0005614985,0.0001520799,0.0001537551,0.00004355301,0.0005781598,0.00009357915,0.00008860275,0.00002299745,0.00006831139],"category_scores_gemma":[0.0001638992,0.00009017105,0.00001591349,0.0007484973,0.0006656568,0.0005670282,0.00008066842,0.0001330359,0.000002784166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005613613,"about_ca_system_score_gemma":0.00001715392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003470071,"about_ca_topic_score_gemma":0.000042342,"domain_scores_codex":[0.9980486,0.0002136929,0.0002186718,0.0008805618,0.0003274807,0.0003110023],"domain_scores_gemma":[0.9996226,0.00002147596,0.0001235625,0.00006155085,0.0000816414,0.0000891042],"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":[0.0002405261,0.0001584963,0.0384043,0.00001363213,0.000002235145,7.355602e-7,0.00008212888,0.00000651252,0.9584433,0.00002961037,0.001000031,0.001618504],"study_design_scores_gemma":[0.0003250817,0.0008767991,0.584658,0.0000195823,0.000007104426,0.00002980762,0.0006467529,0.0001215781,0.4125619,0.0002154243,0.0003309441,0.0002069482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865178,0.0002029627,0.000003636785,0.0121455,0.0001314863,0.0009133428,0.0000431714,0.00002948147,0.00001262551],"genre_scores_gemma":[0.9992223,0.00002893736,0.00009265936,0.000175615,0.00004213402,0.0001779619,0.0001248334,0.000001647785,0.0001339063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5462537,"threshold_uncertainty_score":0.4446796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193621253286025,"score_gpt":0.2433608634361669,"score_spread":0.2314246509033066,"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."}}