{"id":"W2077611992","doi":"10.1016/j.biotechadv.2006.11.007","title":"Biotechnological approaches for the production of polyhydroxyalkanoates in microorganisms and plants — A review","year":2006,"lang":"en","type":"review","venue":"Biotechnology Advances","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":450,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Polyhydroxyalkanoates; Microorganism; Biochemical engineering; Biodegradation; Production (economics); Biotechnology; Metabolic engineering; Environmental science; Biology; Bacteria; Ecology; Engineering; Gene; Biochemistry; Genetics","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":[0.000602776,0.0003671255,0.001489384,0.0001989183,0.000141506,0.00001685578,0.0006378447,0.0008492106,0.000009886086],"category_scores_gemma":[0.0003507148,0.0001885291,0.0001382147,0.0003260023,0.001068225,0.00008625923,0.0001679813,0.0003129115,0.000005474213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002502364,"about_ca_system_score_gemma":0.00005520989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003921424,"about_ca_topic_score_gemma":0.00005070053,"domain_scores_codex":[0.9981354,0.00009972308,0.0007091463,0.0006250754,0.0001039308,0.0003267169],"domain_scores_gemma":[0.9985621,0.0003658879,0.0005381333,0.0005047267,0.00001477166,0.0000144053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009563624,0.00004051634,6.219846e-7,0.01760137,0.00001585684,7.13768e-7,0.000004362974,5.913651e-8,0.001465809,0.0006288764,0.0001242444,0.980108],"study_design_scores_gemma":[0.00004187347,0.00007051999,3.632147e-7,0.01436779,0.0001724852,0.00007004812,0.00002861588,0.000001824183,0.1804542,0.0002925277,0.8042752,0.0002245661],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005425422,0.9962063,0.00008032785,0.001878771,0.0002581039,0.001307937,0.00008966059,0.0001126901,0.00001199309],"genre_scores_gemma":[0.0001434158,0.9975324,0.00169255,0.00001979172,0.00004019935,0.0004584008,0.00001134439,0.0000242407,0.00007765931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798834,"threshold_uncertainty_score":0.7687995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06834748714993925,"score_gpt":0.2823665830132356,"score_spread":0.2140190958632964,"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."}}