{"id":"W4200076890","doi":"10.1038/s41598-021-03356-y","title":"Effects of seaweed extracts on in vitro rumen fermentation characteristics, methane production, and microbial abundance","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Foundation","keywords":"Rumen; Sargassum; Biology; Fermentation; Food science; Fibrobacter succinogenes; Incubation; Botany; Chemistry; Algae; Biochemistry","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":[0.0002447879,0.0007059207,0.000502551,0.0002466661,0.0001689829,0.0003359794,0.0001286016,0.000287088,0.000627892],"category_scores_gemma":[0.0003212834,0.0001693153,0.0003404371,0.0002033273,0.0001872342,0.0002574511,0.0002800467,0.0004192976,0.0001124186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033657,"about_ca_system_score_gemma":0.0001695033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353431,"about_ca_topic_score_gemma":0.002139377,"domain_scores_codex":[0.9998379,0.00005716092,0.00002139748,0.00002907674,0.0000268842,0.00002742266],"domain_scores_gemma":[0.9997171,0.00008705793,0.00006543186,0.00002419031,0.00004251435,0.00006365954],"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":[0.0008589221,0.0001282715,0.000412305,0.00005292072,0.00001504131,0.00002321329,0.00002521735,0.00008115356,0.9972917,0.000005530829,0.00001206703,0.001093504],"study_design_scores_gemma":[0.00003521804,0.004497432,0.01344668,0.00001804257,0.00007485739,0.00005050932,0.0001014577,0.000540833,0.9804965,0.00001449176,0.0007125831,0.00001158844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987955,0.0005884729,0.0001954567,0.00002102934,0.00001436951,0.00001360167,0.0001453301,0.00001049573,0.0002156937],"genre_scores_gemma":[0.9966966,0.0005799655,0.001349837,0.00004444877,0.00001242024,0.00002578948,0.0003190822,0.000008312757,0.0009636293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001353431,"threshold_uncertainty_score":0.00269115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180269290281091,"score_gpt":0.2294683278711906,"score_spread":0.2176656349683797,"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."}}