{"id":"W2001444768","doi":"10.1016/j.chemosphere.2007.05.037","title":"Investigation of the removal of heavy metals from sediments using rhamnolipid in a continuous flow configuration","year":2007,"lang":"en","type":"article","venue":"Chemosphere","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Concordia University; Office of Research and Development","keywords":"Rhamnolipid; Sediment; Environmental remediation; Environmental chemistry; Chemistry; Zinc; Contamination; Heavy metals; Tributyltin; Environmental science; Geology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023765,0.0003165081,0.0002114295,0.0001496331,0.000271854,0.0004101881,0.0002863893,0.0003886637,0.000326348],"category_scores_gemma":[0.0002482088,0.0001698612,0.0002488702,0.0001692614,0.0002207418,0.0003189241,0.0001834965,0.0003431285,0.0001594456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834906,"about_ca_system_score_gemma":0.0003641915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004882842,"about_ca_topic_score_gemma":0.003679288,"domain_scores_codex":[0.9998515,0.00002380901,0.000008117743,0.00002795137,0.00005327792,0.00003542447],"domain_scores_gemma":[0.9998701,0.00003730181,0.0000272568,0.00001146183,0.0000357727,0.00001811753],"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":[0.0001153841,0.00002726119,0.0002444175,0.00001700888,0.000003511666,0.00002447838,0.00001249476,0.00007568149,0.9987645,0.00001253004,0.000008183538,0.0006945971],"study_design_scores_gemma":[0.00001077669,0.0002534656,0.002580143,0.00000165126,0.00001045526,0.0000402242,0.00003417712,0.0008147176,0.9960164,0.000008102325,0.0002251954,0.000004620199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989998,0.000105975,0.0006355705,0.00001952708,0.000004605225,0.000006194242,0.00005128828,0.00001266923,0.0001643615],"genre_scores_gemma":[0.9979881,0.0001520425,0.00109693,0.00001146704,0.000003316616,0.000005887155,0.00009207724,0.000005353249,0.0006448043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004882842,"threshold_uncertainty_score":0.009708822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727216167113789,"score_gpt":0.2231714713746208,"score_spread":0.2058993097034829,"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."}}