{"id":"W2923909845","doi":"10.1139/cjm-2019-0042","title":"Colonization and degradation of polyhydroxyalkanoates by lipase-producing bacteria","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Polyhydroxyalkanoates; Lipase; Oxyanion hole; Bacteria; Chemistry; Pseudomonas chlororaphis; Biochemistry; Depolymerization; Cupriavidus necator; Enzyme; Microbiology; Biology; Organic chemistry; Pseudomonas; Serine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003065012,0.00007179753,0.0002023092,0.0001057274,0.00005476477,0.00002747177,0.0001250395,0.00007532769,0.0005129191],"category_scores_gemma":[0.00005143999,0.00005626432,0.00002312449,0.00005369991,0.0001120498,0.0001106861,0.000008693582,0.00005361358,0.00001497454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002980719,"about_ca_system_score_gemma":0.0002644178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880761,"about_ca_topic_score_gemma":0.002075028,"domain_scores_codex":[0.9993498,0.00008990723,0.0002747096,0.0001036179,0.00002211203,0.0001598663],"domain_scores_gemma":[0.9994351,0.00003769038,0.0002460441,0.0000887104,0.00009198967,0.0001005263],"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":[0.00001675599,0.000003618532,0.004872509,0.00001708803,0.000008321559,8.95088e-7,0.0001972064,6.747089e-7,0.991511,0.0000231861,0.001494349,0.00185442],"study_design_scores_gemma":[0.0001428671,0.0001443373,0.0009348747,0.00004871066,0.00001270916,0.0001209322,0.00005878994,0.000005053931,0.9911048,0.00001624647,0.007343328,0.00006739351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885814,0.01020302,0.00002259669,0.0005107329,0.000535699,0.00004388711,0.00006227595,0.000002007574,0.00003843239],"genre_scores_gemma":[0.9989845,0.00004646223,0.0004926674,0.0001096135,0.00003121216,3.288808e-7,0.00001071097,0.000006851231,0.0003176712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040313,"threshold_uncertainty_score":0.5866575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009341446634842366,"score_gpt":0.1830518988099124,"score_spread":0.17371045217507,"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."}}