{"id":"W2896016912","doi":"10.1016/j.jbiosc.2018.08.015","title":"Synthesis of polyhydroxyalkanoates through the biodegradation of poly(cis-1,4-isoprene) rubber","year":2018,"lang":"en","type":"article","venue":"Journal of Bioscience and Bioengineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Polyhydroxyalkanoates; Biodegradation; Copolyester; Natural rubber; Ralstonia; Bioplastic; Chemistry; Pseudomonas putida; Isoprene; Microorganism; Bioreactor; Biodegradable plastic; Cupriavidus necator; Polyester; Food science; Bacteria; Organic chemistry; Waste management; Copolymer; Biology; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180213,0.0004722465,0.0002263051,0.0002595643,0.0001441874,0.0002893489,0.0001992583,0.0003676442,0.001060282],"category_scores_gemma":[0.0001609143,0.0001938905,0.0005473058,0.0002561922,0.0001892239,0.0004672419,0.0002765539,0.0003910545,0.0005932158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245081,"about_ca_system_score_gemma":0.0004045121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615784,"about_ca_topic_score_gemma":0.001078591,"domain_scores_codex":[0.9998475,0.0000201234,0.00001506676,0.00002410158,0.00003732759,0.00005594767],"domain_scores_gemma":[0.9998872,0.00001724158,0.0000355613,0.00001437175,0.00001816491,0.00002755194],"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":[0.00006048333,0.00002160488,0.00006466224,0.0001038398,0.000008149721,0.0001092676,0.00003734591,0.0004847222,0.9950139,0.0002698246,0.00002878897,0.003797351],"study_design_scores_gemma":[0.00000511821,0.0001244759,0.0002462855,0.00000386877,0.000008506803,0.00004541691,0.000009016598,0.0003033793,0.9979234,0.00003652635,0.001288472,0.000005522843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806737,0.002642978,0.01092735,0.0001248941,0.00007566026,0.00005492922,0.0002833792,0.0001612407,0.005055926],"genre_scores_gemma":[0.9890301,0.001631574,0.005050683,0.00002405769,0.00001192017,0.00002320298,0.0001269542,0.00003262924,0.004068881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001060282,"threshold_uncertainty_score":0.003546953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870628808396722,"score_gpt":0.2257625199520553,"score_spread":0.2070562318680881,"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."}}