{"id":"W3030144858","doi":"10.18331/brj2020.7.2.3","title":"Genomic and metabolic insights into solvent production by Thermoanaerobacterium thermosaccharolyticum GSU5","year":2020,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Xylose; Biochemistry; Chemistry; Metabolic pathway; Butanol; Metabolic engineering; Biology; Gene; Ethanol; Fermentation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005692757,0.0001810157,0.000189866,0.0001691424,0.0003507972,0.0002103948,0.00024474,0.000119961,0.0002537306],"category_scores_gemma":[0.0000984186,0.0001426597,0.00006377581,0.0003342494,0.0001638902,0.000308284,0.0001052116,0.0008865698,0.0001572095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009376786,"about_ca_system_score_gemma":0.00005482072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082444,"about_ca_topic_score_gemma":0.000001621036,"domain_scores_codex":[0.9983714,0.0001706546,0.0002680955,0.0003137137,0.000451936,0.0004241501],"domain_scores_gemma":[0.9991547,0.0000205219,0.00004321747,0.0001714573,0.0001581466,0.0004518919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005908627,0.00002754389,0.0003329004,0.0001166743,0.0000691381,0.000006902641,0.001105222,0.00001108414,0.9671366,0.00001860571,0.01634838,0.01476786],"study_design_scores_gemma":[0.0007965346,0.0002762717,0.006328703,0.00003617791,0.00002772617,0.000134372,0.0009575012,0.00217366,0.3513422,0.0006313231,0.636876,0.0004194492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970794,0.01991606,0.0001678548,0.007723853,0.0006663459,0.0002792934,0.000003208274,0.0001024761,0.0003469534],"genre_scores_gemma":[0.982408,0.01573494,0.0001617563,0.000164035,0.001282758,0.000008188224,0.000005699804,0.00003945101,0.0001951513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205277,"threshold_uncertainty_score":0.5817495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638504827561743,"score_gpt":0.269099632274837,"score_spread":0.2327145839992195,"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."}}