{"id":"W2514340945","doi":"10.1007/s10295-016-1832-9","title":"Engineering levoglucosan metabolic pathway in <i>Rhodococcus jostii</i> RHA1 for lipid production","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Microbiology & Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Washington State University","keywords":"Levoglucosan; Rhodococcus; Recombinant DNA; Cellulose; Chemistry; Biochemistry; Strain (injury); Metabolic engineering; Sugar; Enzyme; Food science; Biology; Organic chemistry; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001515617,0.0004749006,0.0003445901,0.0001878137,0.0001435158,0.0003825351,0.0003100738,0.0002415043,0.0003459964],"category_scores_gemma":[0.0001338064,0.0001458054,0.0004327113,0.0002559225,0.0001418512,0.0002227126,0.0003743489,0.0005328222,0.0004250588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075823,"about_ca_system_score_gemma":0.0003103781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144001,"about_ca_topic_score_gemma":0.00141265,"domain_scores_codex":[0.9998507,0.00002122573,0.00002374165,0.00003500629,0.00004081694,0.0000285146],"domain_scores_gemma":[0.9999212,0.000008964734,0.00003135936,0.00001111038,0.00001199744,0.00001531689],"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":[0.00001857334,0.00001306224,0.0001198451,0.00002248098,0.000002592425,0.0000452926,0.000009337647,0.00006881116,0.9989459,0.00003412782,0.000008593364,0.0007113664],"study_design_scores_gemma":[0.00000604255,0.00009541028,0.001765612,0.000006415793,0.00001568203,0.0002808787,0.0000470445,0.001557185,0.9943797,0.00002549006,0.001813247,0.000007361356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885898,0.0007022063,0.008368927,0.0001543754,0.0000321046,0.00007029081,0.0004465173,0.0001514847,0.001484265],"genre_scores_gemma":[0.9772488,0.0007065891,0.01830453,0.00004691399,0.00000733675,0.00005055202,0.001089957,0.00009912984,0.002446159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144001,"threshold_uncertainty_score":0.002274692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754844602721521,"score_gpt":0.2013905047005455,"score_spread":0.1838420586733303,"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."}}