{"id":"W4246984446","doi":"10.33263/briac116.1427814289","title":"Production of Poly(3-hydroxybutyrate) (P(3HB)) from Different Agroindustry Byproducts by Bacillus megaterium","year":2021,"lang":"en","type":"article","venue":"Biointerface Research in Applied Chemistry","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Bacillus megaterium; Polyhydroxyalkanoates; Food science; Biomass (ecology); Raw material; Pulp and paper industry; Chemistry; Carbon fibers; Biotechnology; Waste management; Environmental science; Materials science; Biology; Agronomy; Organic chemistry; Bacteria; Engineering; Composite material","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":[0.0002323295,0.0008979812,0.0007364471,0.0002783243,0.0001483223,0.0005883367,0.0002549957,0.0004653246,0.0003571155],"category_scores_gemma":[0.0002527837,0.0002236928,0.0007854919,0.0004936885,0.0001647101,0.0003674198,0.0005375543,0.0007854676,0.0004110002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095058,"about_ca_system_score_gemma":0.0002278468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004607675,"about_ca_topic_score_gemma":0.0005015074,"domain_scores_codex":[0.9996802,0.00005151072,0.00004654214,0.00007546614,0.00009487074,0.00005146903],"domain_scores_gemma":[0.999858,0.00002710253,0.00004602599,0.00002200247,0.00002380362,0.00002297448],"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":[0.0000558676,0.00004056597,0.000212373,0.00008127416,0.00000673585,0.00005891718,0.000009512714,0.0001097061,0.9957464,0.00001893595,0.00001722954,0.003642445],"study_design_scores_gemma":[0.00001178018,0.0007042681,0.003712129,0.00003015974,0.00003925574,0.0001696587,0.00003985584,0.0006715294,0.9928558,0.00003382257,0.001723506,0.000008151535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854361,0.004053695,0.007429152,0.0001750395,0.00005852161,0.0001254734,0.0005296642,0.0001075768,0.002084828],"genre_scores_gemma":[0.9663349,0.002938352,0.02714113,0.00007467739,0.00001513008,0.0001184548,0.001148352,0.00003850447,0.002190558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008979812,"threshold_uncertainty_score":0.001520097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516131899528651,"score_gpt":0.2798872542148337,"score_spread":0.2282740642619686,"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."}}