{"id":"W4386880850","doi":"10.21203/rs.3.rs-3353390/v1","title":"Application of multi-omics to investigate the effect of Pinus koraiensis cone essential oil on rumen methane emission, microbial community, and metabolites","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Animal Science; Rural Development Administration","keywords":"Rumen; Biology; Food science; Essential oil; Microbial population biology; Dry matter; Gut flora; Animal science; Biochemistry; Bacteria; Fermentation","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":[0.0003713994,0.0007726277,0.0007611075,0.00110226,0.0003900238,0.0006662377,0.0001961987,0.0004037282,0.0006852794],"category_scores_gemma":[0.0001805572,0.0002388551,0.0007851521,0.0008042672,0.0002196472,0.0003533872,0.0004371927,0.000336385,0.0001661528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150993,"about_ca_system_score_gemma":0.0002824038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498519,"about_ca_topic_score_gemma":0.002581458,"domain_scores_codex":[0.9997999,0.00002667433,0.00001499998,0.00007352296,0.00004943602,0.00003539006],"domain_scores_gemma":[0.9998708,0.00002800135,0.00003348412,0.00001125187,0.00003646934,0.00002002176],"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":[0.0005405735,0.0000894268,0.009683375,0.0001461693,0.00009191686,0.00004109008,0.00005685935,0.0001897281,0.983576,0.00002509196,0.00003981668,0.005519994],"study_design_scores_gemma":[0.00004858978,0.00157258,0.5120064,0.00005753974,0.0005796491,0.000279961,0.000873957,0.009940054,0.4704082,0.0002497857,0.003909049,0.00007432028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988682,0.001776102,0.005485466,0.00007957809,0.00002970937,0.00009274485,0.003308521,0.00005959782,0.0004862811],"genre_scores_gemma":[0.9700917,0.001142898,0.0227911,0.0001757443,0.00001998368,0.0002491604,0.004026276,0.00003499881,0.001468077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001498519,"threshold_uncertainty_score":0.002979577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07681719257429223,"score_gpt":0.3638389089996829,"score_spread":0.2870217164253906,"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."}}