{"id":"W2527833650","doi":"10.1021/acs.jafc.6b00643","title":"Conversion of Thin Stillage Compounds Using Endemic Bacteria Augmented with <i>Lactobacillus panis</i> PM1B","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Stillage; Fermentation; Food science; Glycerol; Acetic acid; Lactic acid; Chemistry; Lactococcus lactis; Bacteria; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007377048,0.0001196101,0.0001717094,0.00001049229,0.00002839975,0.000009126265,0.00007507386,0.00009486434,0.000007393572],"category_scores_gemma":[0.00001519207,0.00005635105,0.0000594149,0.00004668851,0.0000564541,0.00001040247,0.00003146715,0.00006641484,1.374817e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001530942,"about_ca_system_score_gemma":0.00002178603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002399838,"about_ca_topic_score_gemma":4.485403e-7,"domain_scores_codex":[0.9994505,0.00001113808,0.0002178706,0.0001188379,0.00009567485,0.0001059997],"domain_scores_gemma":[0.9994512,0.000003084854,0.0002511168,0.00007416549,0.0001550901,0.00006531581],"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":[0.00009993926,0.0000247632,0.0004363412,0.0000657886,0.00009014062,6.117391e-7,0.00001866125,0.00001611604,0.9989191,5.846297e-7,0.0002161668,0.0001118101],"study_design_scores_gemma":[0.0007603274,0.0003033942,0.004512496,0.000119623,0.00004870862,0.0006543929,0.0001093163,7.995512e-7,0.9918867,0.000001069958,0.001492548,0.0001106144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990825,0.0005240011,0.0001274262,0.00007695684,0.0001006742,0.00003004087,0.00002042288,0.000003522284,0.00003446741],"genre_scores_gemma":[0.9987694,0.0003030063,0.000433901,0.000009377402,0.0003224957,2.169255e-7,0.000009739899,0.000005189463,0.000146668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007032367,"threshold_uncertainty_score":0.2297929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00595855010828859,"score_gpt":0.1774125622450233,"score_spread":0.1714540121367347,"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."}}