{"id":"W2068854008","doi":"10.1016/j.procbio.2010.05.033","title":"Structure, properties and applications of rhamnolipids produced by Pseudomonas aeruginosa L2-1 from cassava wastewater","year":2010,"lang":"en","type":"article","venue":"Process Biochemistry","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Rhamnolipid; Micrococcus luteus; Bacillus cereus; Critical micelle concentration; Chemistry; Wastewater; Bioremediation; Food science; Chromatography; Micrococcus; Pseudomonas aeruginosa; Contamination; Microbiology; Micelle; Bacteria; Organic chemistry; Aqueous solution; Biology; Biochemistry; Escherichia coli; Environmental engineering; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004878464,0.0001366517,0.0001171108,0.00000900984,0.00006056026,0.00002503197,0.0002070552,0.0001287727,0.0007853266],"category_scores_gemma":[0.00002873517,0.0001047171,0.00001762595,0.0001054997,0.000281648,0.00007544789,0.00008994951,0.0001416831,0.00002112706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391374,"about_ca_system_score_gemma":0.00001881978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000914128,"about_ca_topic_score_gemma":0.0000207175,"domain_scores_codex":[0.9991214,0.000005872321,0.0001842537,0.0003550857,0.0001786636,0.0001547284],"domain_scores_gemma":[0.999563,0.000006398182,0.0001017898,0.0002308461,0.00002313485,0.00007483541],"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":[0.00001095709,0.00004059318,0.01603262,0.00005862933,0.000005655568,1.17468e-7,0.0001439706,4.405834e-7,0.9819301,5.977911e-7,0.0006311001,0.001145266],"study_design_scores_gemma":[0.0001651988,0.000006333356,0.0006475465,0.000007239337,0.000009437058,0.000003165122,0.0000605805,0.00001374385,0.9976974,0.00007555394,0.001166249,0.0001475228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989476,0.00008268018,0.000004698688,0.000156174,0.00004109699,0.0001956211,0.0002248565,0.00002691145,0.0003203293],"genre_scores_gemma":[0.9992487,0.00001268778,0.0002442841,0.00005271272,0.00007627243,0.00001607779,0.00007018117,0.000009573309,0.0002695156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01576738,"threshold_uncertainty_score":0.8598776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005615272371185595,"score_gpt":0.1960548427806958,"score_spread":0.1904395704095103,"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."}}