{"id":"W2165785525","doi":"10.2134/jeq2010.0286","title":"Solubilization of Mixed Polycyclic Aromatic Hydrocarbons through a Rhamnolipid Biosurfactant","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network","keywords":"Phenanthrene; Chemistry; Solubility; Pyrene; Solubilization; Compost; Rhamnolipid; Dissolved organic carbon; Environmental chemistry; Micelle; Hydrocarbon; Critical micelle concentration; Chromatography; Aqueous solution; Organic chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006938569,0.0001793347,0.0003478801,0.00004127414,0.00005841909,0.000007712327,0.0002929724,0.0001060836,0.001682079],"category_scores_gemma":[0.0000658431,0.0001447862,0.0001961678,0.0001515762,0.0003531346,0.0003697798,0.0001049577,0.0001468606,0.0001425665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920487,"about_ca_system_score_gemma":0.00001379022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001266769,"about_ca_topic_score_gemma":0.0000315631,"domain_scores_codex":[0.9977158,0.0002234086,0.00108542,0.0001872195,0.0005597566,0.000228452],"domain_scores_gemma":[0.9984161,0.00005109347,0.001150254,0.0002494782,0.000001134433,0.0001318903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009866784,0.0006684535,0.1541908,0.000006279698,0.00003791496,0.000004540128,0.00147973,0.000002719898,0.8419397,0.00001075928,0.0002155738,0.001344853],"study_design_scores_gemma":[0.0006764266,0.0002763421,0.6869185,0.00002268424,0.00004462385,0.00003096315,0.0004380959,0.00001796782,0.3097394,0.0009794917,0.0006612256,0.0001943014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973276,0.00007130329,0.0003198214,0.00006913394,0.000283897,0.0001310872,0.00001943766,0.000008495077,0.001769209],"genre_scores_gemma":[0.9968085,0.0001625187,0.002790364,0.0001295194,0.00003037813,5.576937e-7,0.000004786582,0.00001348237,0.00005984772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5327277,"threshold_uncertainty_score":0.9992305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957616922484474,"score_gpt":0.251088304142737,"score_spread":0.2115121349178923,"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."}}