{"id":"W4221096091","doi":"10.1186/s42523-022-00174-z","title":"Hydrogen and formate production and utilisation in the rumen and the human colon","year":2022,"lang":"en","type":"review","venue":"Animal Microbiome","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Ministry for Primary Industries; New Zealand Government","keywords":"Rumen; Formate; Production (economics); Hydrogen; Hydrogen production; Chemistry; Animal science; Food science; Biochemistry; Biology; Fermentation; Organic chemistry; Economics; Catalysis","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":[0.0007599012,0.0007918797,0.001464874,0.002279699,0.0001846525,0.0008991551,0.000573493,0.001205039,0.002312784],"category_scores_gemma":[0.0009690048,0.0002903451,0.0005168912,0.00175346,0.0004082201,0.0009516784,0.0005593008,0.001051865,0.001127437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004354707,"about_ca_system_score_gemma":0.001077796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173971,"about_ca_topic_score_gemma":0.002403676,"domain_scores_codex":[0.9998063,0.00004147147,0.00003696416,0.00003603269,0.00006104236,0.00001816055],"domain_scores_gemma":[0.9995548,0.0002068305,0.00007316343,0.000009259928,0.0001191952,0.00003679345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001642465,0.00005303758,0.0003908327,0.0341648,0.0001958023,0.0002133022,0.00006378181,0.0002472998,0.001213722,0.001805159,0.01753934,0.9439486],"study_design_scores_gemma":[0.00003566311,0.0002904598,0.004177152,0.01196788,0.0004122317,0.002291752,0.0001586409,0.0001293692,0.0007592072,0.001549355,0.9781899,0.00003830222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001008983,0.9994133,0.00003111286,0.000115757,0.0001084757,0.000001667363,0.0000118416,0.000001832545,0.0002151295],"genre_scores_gemma":[0.0006625293,0.9988798,0.00005500651,0.00007382209,0.00009805971,0.00000328104,0.0000159319,6.521695e-7,0.0002108527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002312784,"threshold_uncertainty_score":0.007737041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05477997161712748,"score_gpt":0.2782636897427594,"score_spread":0.223483718125632,"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."}}