{"id":"W2067182728","doi":"10.1021/bm049700c","title":"Bacterial Polyesters:  Biosynthesis, Biodegradable Plastics and Biotechnology","year":2004,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":760,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polyester; Biodegradation; Chemistry; Polymer science; Natural polymers; Organic chemistry; Polyhydroxyalkanoates; Biosynthesis; Biotechnology; Polymer; Biology; Bacteria; Enzyme","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001618556,0.0002842322,0.0003005025,0.0001550702,0.0002996231,0.0002234913,0.0003273017,0.0002488735,0.0001888719],"category_scores_gemma":[0.00007680208,0.0002181705,0.00005899746,0.0001686371,0.0006064681,0.0001637759,0.0001795715,0.0000717408,0.0002213252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003692661,"about_ca_system_score_gemma":0.00007584314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007264723,"about_ca_topic_score_gemma":0.00009348811,"domain_scores_codex":[0.9984699,0.00005704672,0.0002979381,0.0004964082,0.0001810001,0.0004976711],"domain_scores_gemma":[0.9993232,0.00005864942,0.0001026008,0.0003594109,0.00002655652,0.0001295959],"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":[0.00006245834,0.00006396978,0.00003258468,0.00002559991,0.00001507963,0.00002214028,0.00009145249,1.205388e-7,0.9813409,0.003008721,0.00007095113,0.01526599],"study_design_scores_gemma":[0.0003978045,0.0001530376,0.0001449469,0.00006277467,0.00002912297,0.0001105519,0.0001067727,0.000005209425,0.9913263,0.0006083105,0.006735677,0.0003194744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848175,0.01027513,0.001095437,0.002495809,0.0005525967,0.0001164246,0.0001291766,0.0002864096,0.0002315294],"genre_scores_gemma":[0.9889829,0.0002780457,0.01039978,0.0001395273,0.00009580471,0.00001595135,0.000007416995,0.00003267076,0.00004796747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494652,"threshold_uncertainty_score":0.8896734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477736634657061,"score_gpt":0.2121230110150947,"score_spread":0.1973456446685241,"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."}}