{"id":"W3065630765","doi":"10.1089/ind.2019.0023","title":"Heterologous Expression of <i>Vitreoscilla</i> Hemoglobin in <i>Pseudomonas putida</i> KT2440 for the Production of <i>mcl</i> -PHA in Carbon-Limited Fermentations","year":2020,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pseudomonas putida; Plasmid; Biology; Heterologous; Escherichia coli; Recombinant DNA; Heterologous expression; Polyhydroxyalkanoates; Overproduction; Fermentation; Metabolic engineering; Pseudomonas; Microbiology; Biochemistry; Bacteria; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919269,0.0001690934,0.0002990375,0.0001230489,0.00003178227,0.00000420552,0.000265854,0.000807974,0.000002463097],"category_scores_gemma":[0.0005438886,0.0001384324,0.00008510031,0.0005527441,0.0002328125,0.000005976908,0.0001208013,0.000304915,3.031026e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002538826,"about_ca_system_score_gemma":0.00008713328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169061,"about_ca_topic_score_gemma":0.0001077242,"domain_scores_codex":[0.9986113,0.00008658101,0.0005194836,0.0004252928,0.000111849,0.0002454612],"domain_scores_gemma":[0.999276,0.00005258872,0.0002350974,0.0003420518,0.0000609443,0.00003331208],"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":[0.0009215468,0.00008023336,0.003759886,0.00001727302,0.00002017795,0.000001161869,0.00006463141,0.000397379,0.987055,0.00003026787,0.0009731726,0.00667929],"study_design_scores_gemma":[0.001725768,0.0006615942,0.0003529867,0.0000257772,0.00002217165,0.00001029508,0.0002521315,0.00009588314,0.990673,0.00006339736,0.005998197,0.000118798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922494,0.0003042543,0.0002927728,0.005626042,0.0005082695,0.0008945274,0.00006701503,0.00002093694,0.00003672664],"genre_scores_gemma":[0.9988482,0.000136611,0.0002613885,0.0003121723,0.0002409744,0.00006802991,0.0001021132,0.00001639689,0.00001412583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006598732,"threshold_uncertainty_score":0.6231835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708134815467869,"score_gpt":0.2459852156036139,"score_spread":0.2189038674489352,"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."}}