{"id":"W2054925145","doi":"10.1007/s00253-013-5494-5","title":"Biosynthesis of poly(3-hydroxybutyrate-co-3-hydroxyvalerate) from glucose with elevated 3-hydroxyvalerate fraction via combined citramalate and threonine pathway in Escherichia coli","year":2014,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; Petroleum Technology Alliance Canada","keywords":"Escherichia coli; Biosynthesis; Biochemistry; Threonine; Chemistry; Polyhydroxyalkanoates; Recombinant DNA; Catabolism; Bacteria; Biology; Enzyme; Gene; Serine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004816806,0.0004329426,0.0008750699,0.0002472635,0.0001925116,0.00003827948,0.0002721053,0.0009890605,0.000155606],"category_scores_gemma":[0.00002499882,0.000321152,0.00003587935,0.0002916593,0.00125797,0.00009901122,0.0001305535,0.0003917995,0.00003340499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651396,"about_ca_system_score_gemma":0.00004162014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008199171,"about_ca_topic_score_gemma":0.0002744317,"domain_scores_codex":[0.9978153,0.0001929389,0.0005660359,0.000810558,0.00006390212,0.000551277],"domain_scores_gemma":[0.9988967,0.0002254838,0.0003521381,0.0004268864,0.00003512688,0.00006366482],"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":[0.0008258653,0.0001330235,0.001017518,0.00003249735,0.00005953489,0.00000382707,0.0000927167,0.000001742477,0.9822589,0.001381731,0.000005797232,0.01418688],"study_design_scores_gemma":[0.001394611,0.000446743,0.001111848,0.00005161354,0.00003963963,0.00002468179,0.00008179195,0.0004233119,0.9941068,0.001033403,0.000869447,0.000416073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937767,0.003897638,0.000739703,0.0007743045,0.00008738008,0.0003153185,0.0001191715,0.0001468393,0.0001429293],"genre_scores_gemma":[0.9972852,0.0005266652,0.001719942,0.0002910215,0.00002321467,0.00003743012,0.00005672407,0.00003416673,0.00002564556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137708,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006748526786845657,"score_gpt":0.1811334514251625,"score_spread":0.1743849246383168,"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."}}