{"id":"W2040640534","doi":"10.1007/s10295-009-0590-3","title":"Cassava wastewater as a substrate for the simultaneous production of rhamnolipids and polyhydroxyalkanoates by Pseudomonas aeruginosa","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Microbiology & Biotechnology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Armand Frappier Museum; Institut National de la Recherche Scientifique","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Polyhydroxyalkanoates; Rhamnolipid; Wastewater; Glycerol; Substrate (aquarium); Critical micelle concentration; Chemistry; Bioplastic; Food science; Fermentation; Gas chromatography; Carbon fibers; Chromatography; Pulp and paper industry; Bacteria; Micelle; Organic chemistry; Pseudomonas aeruginosa; Materials science; Waste management; Biology; Aqueous solution","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":[0.0002446997,0.0007546534,0.0006984842,0.0002711109,0.0003147667,0.0007996823,0.0003074026,0.000643742,0.0003890511],"category_scores_gemma":[0.0004413551,0.0001507154,0.0003771776,0.0004039666,0.0001777631,0.0004159471,0.0005861231,0.0004173918,0.0002262511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336604,"about_ca_system_score_gemma":0.0006515696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515837,"about_ca_topic_score_gemma":0.004382008,"domain_scores_codex":[0.9995483,0.00009542485,0.00005424569,0.00005911721,0.000161789,0.00008117098],"domain_scores_gemma":[0.9998103,0.00006619474,0.00003354065,0.00001247256,0.00005093321,0.00002668606],"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":[0.0002132404,0.00005518315,0.0009663337,0.0002044309,0.00001764749,0.0001367449,0.00002973205,0.0001502453,0.9951828,0.00002521746,0.00003226599,0.002986194],"study_design_scores_gemma":[0.0000121765,0.0004145894,0.002577391,0.00001572274,0.00004895921,0.0002212753,0.0001113129,0.0006637686,0.9952236,0.00002834704,0.0006746238,0.000008243404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970652,0.001326889,0.0007350828,0.00008880995,0.00002144524,0.00002889408,0.0001496479,0.00002160129,0.0005623801],"genre_scores_gemma":[0.9940754,0.001793142,0.002786669,0.00004586208,0.000009917945,0.00003032955,0.0002950962,0.00001385174,0.0009496832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002515837,"threshold_uncertainty_score":0.005002439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896191663042093,"score_gpt":0.2261138883501421,"score_spread":0.2071519717197211,"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."}}