{"id":"W2137277595","doi":"10.1139/cjm-2015-0255","title":"Genome-engineered <i>Sinorhizobium meliloti</i> for the production of poly(lactic-<i>co</i>-3-hydroxybutyric) acid copolymer","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Lam Research","keywords":"Sinorhizobium meliloti; Polyhydroxyalkanoates; Bioplastic; Biochemistry; Metabolic engineering; Chemistry; Clostridium; Biology; Gene; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001265541,0.0004567056,0.0002358062,0.000164213,0.000102677,0.0002599415,0.0002237837,0.0002418421,0.0004754573],"category_scores_gemma":[0.0001482698,0.0001345947,0.0002585132,0.0001980452,0.0001526523,0.0001683485,0.0002459719,0.0004482804,0.0003263007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115979,"about_ca_system_score_gemma":0.0003772002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799692,"about_ca_topic_score_gemma":0.002896442,"domain_scores_codex":[0.9999005,0.00001546134,0.00001028432,0.00001629458,0.00003225042,0.00002517694],"domain_scores_gemma":[0.9998938,0.00001706858,0.00004601746,0.00001285984,0.00001075114,0.00001954137],"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":[0.00002909736,0.00001490146,0.0001697813,0.00001844966,0.000003041818,0.00002356601,0.000005161567,0.0000553195,0.9991215,0.00003878548,0.000009368897,0.0005110234],"study_design_scores_gemma":[0.00001265784,0.0001621421,0.003231786,0.000004279541,0.00002510804,0.0001872761,0.0000252807,0.001057757,0.9936299,0.00002858606,0.001629503,0.000005809323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891238,0.0005286357,0.008344032,0.0001415834,0.00003060795,0.00007311447,0.0005757253,0.0001938691,0.0009886177],"genre_scores_gemma":[0.9823438,0.0005824,0.01428323,0.0000521771,0.000007728891,0.00004557739,0.001143162,0.00006173075,0.001480233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001799692,"threshold_uncertainty_score":0.003578484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874097505760229,"score_gpt":0.2170392076628305,"score_spread":0.1882982326052282,"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."}}