{"id":"W2089034491","doi":"10.2202/1542-6580.1027","title":"Transport and Reaction Processes in Bioremediation of Organic Contaminants. 1. Review of Bacterial Degradation and Transport","year":2003,"lang":"en","type":"article","venue":"International Journal of Chemical Reactor Engineering","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Bioremediation; Chemistry; Environmental chemistry; Biodegradation; Adsorption; Biotransformation; Solubility; Pollutant; Contamination; Degradation (telecommunications); Organic chemistry; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027988,0.002222863,0.002894878,0.001904564,0.0007080916,0.001662386,0.002066944,0.002555052,0.001567287],"category_scores_gemma":[0.0005154934,0.0007156832,0.001129168,0.003362449,0.001634502,0.004227342,0.0009660876,0.001772206,0.00204401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809513,"about_ca_system_score_gemma":0.0009797409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025147,"about_ca_topic_score_gemma":0.001787848,"domain_scores_codex":[0.9994414,0.0001150203,0.00006872223,0.0001174899,0.0001896367,0.00006761551],"domain_scores_gemma":[0.9996833,0.0001381715,0.0000763896,0.00001205682,0.00006947065,0.00002069931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000440792,0.0003680539,0.0008682958,0.05591348,0.0002827204,0.001273454,0.0005254801,0.01159935,0.07547692,0.06028014,0.02449304,0.7684783],"study_design_scores_gemma":[0.00002867644,0.0004799837,0.001336255,0.002882137,0.0002670856,0.002433332,0.0002220557,0.003102583,0.01792069,0.03975924,0.9314716,0.00009630176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000541331,0.9958816,0.002295318,0.0002574023,0.000302953,0.000008971501,0.00001057312,0.00001601559,0.0006857941],"genre_scores_gemma":[0.0033859,0.9931037,0.001339324,0.0001776428,0.0005404431,0.00001694892,0.0000286749,0.000005369439,0.001401983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002894878,"threshold_uncertainty_score":0.01312894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005825192720752007,"score_gpt":0.2044516440412706,"score_spread":0.1986264513205186,"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."}}