{"id":"W3176440332","doi":"10.1016/j.biortech.2021.125472","title":"Burkholderia sacchari (synonym Paraburkholderia sacchari): An industrial and versatile bacterial chassis for sustainable biosynthesis of polyhydroxyalkanoates and other bioproducts","year":2021,"lang":"en","type":"review","venue":"Bioresource Technology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Law Foundation of Saskatchewan","keywords":"Polyhydroxyalkanoates; Bioproducts; Biorefinery; Bioproduction; Burkholderia; Food science; Xylose; Chemistry; Biotechnology; Biochemistry; Biology; Bacteria; Biofuel; Fermentation; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009545976,0.000886947,0.002960665,0.0008585593,0.0004106227,0.0003203245,0.0008510721,0.001903713,0.0007486548],"category_scores_gemma":[0.000652565,0.0006984838,0.0002518311,0.0006905292,0.001242603,0.000227431,0.0006339545,0.0003294707,0.000008168024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007380894,"about_ca_system_score_gemma":0.000400754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006752828,"about_ca_topic_score_gemma":0.00002213425,"domain_scores_codex":[0.9957724,0.0003192884,0.001128573,0.001529904,0.0002530051,0.0009968921],"domain_scores_gemma":[0.9972619,0.0002990971,0.000911008,0.001173694,0.0001612767,0.0001930497],"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":[0.0001502266,0.0002217926,0.00004351577,0.006284185,0.0002909135,0.00001800275,0.0003387473,2.699214e-8,0.06911896,0.00185758,0.000526798,0.9211493],"study_design_scores_gemma":[0.0004563031,0.0003788471,9.430128e-7,0.002089967,0.0006989228,0.00007396881,0.0008150478,0.00000433685,0.2494255,0.00008791155,0.74526,0.0007082165],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04551076,0.9516838,0.00001062942,0.0002571819,0.0003628166,0.001272848,0.0006464129,0.0002223573,0.00003318474],"genre_scores_gemma":[0.01214305,0.9830402,0.001944259,0.00005225028,0.0008565647,0.0007929601,0.0001079905,0.0002926364,0.0007701471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.920441,"threshold_uncertainty_score":0.9995466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183925251326294,"score_gpt":0.2883307701209604,"score_spread":0.2164915176076975,"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."}}