{"id":"W2468746783","doi":"10.1007/s00253-016-7666-6","title":"Novel polyhydroxyalkanoate copolymers produced in Pseudomonas putida by metagenomic polyhydroxyalkanoate synthases","year":2016,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Food and Agriculture; Genome Canada","keywords":"Polyhydroxyalkanoates; Pseudomonas putida; Metagenomics; Cosmid; Complementation; Biochemistry; Biology; Pseudomonas; Enzyme; Computational biology; Gene; Chemistry; Genetics; Bacteria; Phenotype","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004775219,0.0004588236,0.0006955087,0.0003122698,0.0002372508,0.00003340144,0.0005791553,0.0008718756,0.0003156382],"category_scores_gemma":[0.00004539116,0.0002917653,0.00006606784,0.0002416509,0.001685545,0.0001029528,0.0003311595,0.0002515276,0.0002542106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006121763,"about_ca_system_score_gemma":0.00006688557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003679423,"about_ca_topic_score_gemma":0.00008860659,"domain_scores_codex":[0.9972216,0.00009134538,0.0005771321,0.001102988,0.00005797163,0.0009489515],"domain_scores_gemma":[0.9989339,0.0001724633,0.0002251407,0.000560354,0.00001637742,0.000091786],"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":[0.0001993242,0.0001171721,0.0001480733,0.00001656893,0.00003939784,0.000005097171,0.00004675343,6.326464e-8,0.9727108,0.002216369,0.0004159925,0.02408441],"study_design_scores_gemma":[0.001068525,0.0001262535,0.00002452301,0.00003700567,0.00003328377,0.0001875914,0.0000719025,0.000001540731,0.9890486,0.0001910482,0.008740188,0.000469538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758091,0.01459387,0.0004306475,0.007695454,0.0003087399,0.0003527945,0.0003223599,0.0002585388,0.0002284916],"genre_scores_gemma":[0.997217,0.0008475987,0.0007282247,0.0005903895,0.0000357678,0.00009170728,0.00001710486,0.00003851501,0.0004336758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02361487,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009261873872072382,"score_gpt":0.1904648573628321,"score_spread":0.1812029834907597,"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."}}