{"id":"W2380085070","doi":"","title":"Research Advances in Biosynthesis of Polyhydroxyalkanoates","year":2013,"lang":"en","type":"article","venue":"Anhui nongye kexue","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Polyhydroxyalkanoates; Bioplastic; Biochemical engineering; Limiting; Biotechnology; Renewable energy; Biodegradation; Biodegradable plastic; Biocompatible material; Carbon fibers; Chemistry; Bacteria; Materials science; Biology; Waste management; Organic chemistry; Engineering; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004163004,0.0005679444,0.0004303365,0.001086845,0.0002634542,0.0007181725,0.0002660129,0.0003790297,0.001745788],"category_scores_gemma":[0.0002307928,0.0002254707,0.0003927858,0.001581124,0.000194305,0.001195848,0.0004664831,0.0006685329,0.0008992134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773401,"about_ca_system_score_gemma":0.0008812983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004704532,"about_ca_topic_score_gemma":0.0005511816,"domain_scores_codex":[0.9998044,0.00002061588,0.00002646649,0.00004991506,0.0000687409,0.00002977936],"domain_scores_gemma":[0.999818,0.00003621901,0.00002570427,0.00001331158,0.00007294308,0.00003374664],"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":[0.0002008939,0.0001393339,0.001577631,0.00797692,0.00006320815,0.0005866102,0.0002952436,0.001505212,0.4561431,0.01213458,0.002993219,0.5163842],"study_design_scores_gemma":[0.00002426737,0.0006719932,0.004338024,0.0006941268,0.0001922616,0.001343601,0.0002407307,0.002002275,0.3301142,0.006869104,0.6534483,0.00006112675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06161066,0.8735339,0.02280507,0.001438385,0.0006835279,0.00005475414,0.0002725255,0.0001463286,0.03945483],"genre_scores_gemma":[0.1431354,0.8252623,0.01913067,0.0003377175,0.0003934455,0.00005997283,0.000518019,0.0000323856,0.01113002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001745788,"threshold_uncertainty_score":0.005840242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326404346515518,"score_gpt":0.2882309763653506,"score_spread":0.2555905417137987,"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."}}