{"id":"W3012023219","doi":"10.1371/journal.pone.0218302","title":"Lactic acid containing polymers produced in engineered Sinorhizobium meliloti and Pseudomonas putida","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Genome Canada","keywords":"Pseudomonas putida; Sinorhizobium meliloti; Polyhydroxyalkanoates; Biochemistry; Bacteria; Plasmid; Mutant; Chemistry; Microbiology; Biology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002138659,0.0001713953,0.0003448145,0.00005278528,0.00007859072,0.00009590337,0.0001678669,0.0000644719,0.0003075267],"category_scores_gemma":[0.0002380386,0.0001470924,0.00002380862,0.000158045,0.0000636488,0.0002230135,0.00008029639,0.0001318574,0.00008635921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002084909,"about_ca_system_score_gemma":0.00005006754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002163628,"about_ca_topic_score_gemma":0.00001530838,"domain_scores_codex":[0.998693,0.00009284879,0.0002537358,0.0003828517,0.0002503984,0.0003270871],"domain_scores_gemma":[0.9995116,0.00006970605,0.00006549967,0.0001798823,0.00002883499,0.0001444953],"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":[0.0001771246,0.0001412289,0.001407464,0.0001254791,0.00003023648,0.000007963679,0.001384531,1.209923e-7,0.9947616,0.00006966975,0.00002088703,0.001873639],"study_design_scores_gemma":[0.0003683291,0.0001772142,0.00040285,0.000101221,0.0000522112,0.000001757209,0.0003215594,0.0001696356,0.9981523,0.000009881195,0.00004044698,0.0002026029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739024,0.01895276,0.000005388835,0.006233815,0.0000725234,0.0001815719,0.00001256325,0.0001099274,0.0005290718],"genre_scores_gemma":[0.9979107,0.00005988468,0.001191103,0.0005667059,0.000146949,0.00003051723,0.000002450469,0.00002471168,0.00006700974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02400829,"threshold_uncertainty_score":0.5998253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917352895376635,"score_gpt":0.2052998749523878,"score_spread":0.1461263459986214,"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."}}