{"id":"W3139441578","doi":"10.1101/2021.03.23.436570","title":"Microbial Communities Performing Hydrogen Solventogenic Metabolism of Volatile Fatty Acids","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Chemistry; Fermentation; Ethanol; Butanol; Butyrate; Alcohol; Food science; Ethyl acetate; Nuclear chemistry; 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":[0.0002970194,0.000498295,0.0003856568,0.0002387761,0.0002049483,0.0004834878,0.0002078857,0.0003381947,0.0006091482],"category_scores_gemma":[0.0003140194,0.0001396795,0.0002851977,0.0002792067,0.0001870162,0.0002601009,0.0003593822,0.0002315398,0.0003126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398865,"about_ca_system_score_gemma":0.0002461627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008459601,"about_ca_topic_score_gemma":0.0007092407,"domain_scores_codex":[0.9997466,0.00004208172,0.0000203577,0.00006666127,0.00006924915,0.00005500323],"domain_scores_gemma":[0.9998935,0.00001913115,0.00001817454,0.000007803706,0.00003726556,0.00002410478],"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":[0.000111223,0.0000281649,0.0007311728,0.00003221337,0.000004958039,0.00001301721,0.00002089,0.0001357649,0.997972,0.00001089862,0.000007062403,0.0009326365],"study_design_scores_gemma":[0.00001433841,0.0007813567,0.02734324,0.00001349798,0.00003684448,0.0001113421,0.0001485865,0.001756291,0.9691023,0.00007487419,0.0006044796,0.00001281919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981141,0.0002140818,0.0009185985,0.00001430255,0.000006366845,0.00002592269,0.000270057,0.00001093571,0.0004256106],"genre_scores_gemma":[0.9954264,0.0002916143,0.002452943,0.0000189412,0.000007507234,0.00004301763,0.0009532775,0.000008434076,0.000797876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008459601,"threshold_uncertainty_score":0.002037823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009332292759936162,"score_gpt":0.2011342221738271,"score_spread":0.191801929413891,"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."}}