{"id":"W2503358543","doi":"10.3945/jn.116.232462","title":"Shifts in Rumen Fermentation and Microbiota Are Associated with Dissolved Ruminal Hydrogen Concentrations in Lactating Dairy Cows Fed Different Types of Carbohydrates","year":2016,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Rumen; Fermentation; Propionate; Food science; Chemistry; Valerate; Animal science; Dry matter; Silage; Randomized block design; Straw; Methanogenesis; Agronomy; Biology; Butyrate; Methane; Biochemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002068297,0.0002110746,0.0004447095,0.0003529977,0.0004524773,0.0006494203,0.0001491552,0.0004440598,0.0007954767],"category_scores_gemma":[0.0004058271,0.0003590357,0.0002269564,0.0002782574,0.0004458973,0.0002915951,0.0003006436,0.0006537841,0.0001201534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005220474,"about_ca_system_score_gemma":0.0002570476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241968,"about_ca_topic_score_gemma":0.007162944,"domain_scores_codex":[0.9998538,0.00002744706,0.000008801108,0.00004005982,0.00001980778,0.00005006355],"domain_scores_gemma":[0.9996928,0.00006107712,0.00007948103,0.0000138254,0.00002649672,0.000126365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03865768,0.0009597993,0.4265705,0.0001197015,0.0003891369,0.0002875891,0.001288626,0.0002578608,0.5217372,0.0001079537,0.0001991202,0.009424797],"study_design_scores_gemma":[0.00003788358,0.0009261819,0.986622,0.000007340755,0.00006660892,0.00009696402,0.000684082,0.0004766053,0.01086741,0.00005069814,0.0001534729,0.00001073943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998054,0.00006816505,0.00003384858,0.00001192345,0.000001632136,0.000001431892,0.00003752003,8.939182e-7,0.00003923753],"genre_scores_gemma":[0.9993528,0.00006029117,0.0001131759,0.0000366398,0.000002692553,0.000007971938,0.0001289453,0.000002037352,0.0002954662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241968,"threshold_uncertainty_score":0.008434594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00869152557467162,"score_gpt":0.2073771452566546,"score_spread":0.198685619681983,"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."}}