{"id":"W1968076205","doi":"10.1111/jam.12291","title":"Glycerol and environmental factors: effects on 1,3-propanediol production and NAD<sup>+</sup> regeneration in <i>Lactobacillus panis </i>PM1","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Glycerol; 1,3-Propanediol; NAD+ kinase; Metabolite; Glycerol-3-phosphate dehydrogenase; Fermentation; Dehydrogenase; Biochemistry; Food science; Chemistry; Enzyme; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001467353,0.0007060923,0.0004010935,0.0001868583,0.0001709627,0.0005745161,0.0002539878,0.0002725597,0.0007168873],"category_scores_gemma":[0.0001497793,0.0001233169,0.0002847125,0.0002676846,0.0002104847,0.000331351,0.0004884353,0.0004122751,0.0001790831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326711,"about_ca_system_score_gemma":0.0003537317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408589,"about_ca_topic_score_gemma":0.002600437,"domain_scores_codex":[0.9997943,0.00003742459,0.00002019789,0.00005676449,0.00005268344,0.00003875852],"domain_scores_gemma":[0.999921,0.00001405653,0.00002509849,0.000005600621,0.00001544725,0.0000186766],"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":[0.0006347573,0.00006687355,0.001035614,0.0001764559,0.0000112442,0.00008821973,0.00002482088,0.0001199246,0.994357,0.00002910665,0.00003038094,0.003425577],"study_design_scores_gemma":[0.00001237511,0.0005346228,0.01734989,0.00001965572,0.00003933658,0.000186747,0.0001669933,0.001093914,0.9788519,0.00005257936,0.001673149,0.00001882457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939711,0.002929609,0.001130866,0.00016559,0.00002528765,0.00003483726,0.0007148913,0.00005771698,0.000970219],"genre_scores_gemma":[0.9948123,0.001117765,0.001970871,0.0001043239,0.000006500707,0.00003206278,0.0008713246,0.00001838083,0.001066655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002408589,"threshold_uncertainty_score":0.004789114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002903573762905021,"score_gpt":0.1651107396258794,"score_spread":0.1622071658629744,"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."}}