{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123252,0.0005326837,0.0002647551,0.0002049682,0.0001259084,0.0003014053,0.0001974819,0.0002044059,0.0004122382],"category_scores_gemma":[0.0001703319,0.0001469698,0.0002356758,0.0002230345,0.0001411492,0.0002435013,0.0002765919,0.00037785,0.000264797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870918,"about_ca_system_score_gemma":0.0003515767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894751,"about_ca_topic_score_gemma":0.002571892,"domain_scores_codex":[0.9998507,0.00001882956,0.00001325785,0.00002413945,0.00005956759,0.00003346679],"domain_scores_gemma":[0.9998735,0.00002358872,0.00004572788,0.00001454967,0.0000167126,0.00002591579],"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":[0.00003514853,0.00001173499,0.0001510432,0.0000166904,0.000002647584,0.00004219107,0.000008929367,0.00005616811,0.9991502,0.00002750129,0.000003792803,0.0004940424],"study_design_scores_gemma":[0.000009430386,0.0002051201,0.002589026,0.000003255761,0.00001684282,0.0001391995,0.00004117162,0.001043556,0.9951669,0.00003828693,0.0007405663,0.000006699676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960431,0.0002321366,0.00261066,0.00005175066,0.00001041233,0.00002042493,0.0001975242,0.00007689515,0.0007570247],"genre_scores_gemma":[0.9924945,0.0003027201,0.004295743,0.0000236737,0.000004582918,0.00002832306,0.0006037142,0.0000317972,0.002214942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894751,"threshold_uncertainty_score":0.00376749,"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."}}