{"id":"W1883822615","doi":"10.1002/0471263397.env090","title":"Bioremediation of Soils","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Environmental Microbiology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bioremediation; Phytoremediation; Biodegradation; Environmental science; Environmental chemistry; Soil contamination; Soil water; Contamination; Chemistry; Soil science; Biology; Ecology","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":[0.0004036327,0.0009251186,0.0003072898,0.0005162624,0.0002444264,0.001030953,0.0005519042,0.0004745221,0.003484037],"category_scores_gemma":[0.0003116095,0.0001406825,0.0004074067,0.0004397694,0.0003644169,0.0007945597,0.0008000805,0.0008966445,0.001813865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689763,"about_ca_system_score_gemma":0.0004099897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268725,"about_ca_topic_score_gemma":0.00174325,"domain_scores_codex":[0.9996755,0.00005940326,0.00001651395,0.00005426273,0.0001244317,0.00006983925],"domain_scores_gemma":[0.9998311,0.00002192403,0.00002961673,0.00001970871,0.00007092459,0.00002676463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006001664,0.00008366493,0.0006265076,0.0008747281,0.00003485303,0.0001674578,0.00007009326,0.0007314986,0.901199,0.002637759,0.004296934,0.08921754],"study_design_scores_gemma":[0.000008127862,0.0001111875,0.0008589504,0.0001255684,0.00002029524,0.0001874183,0.0001114564,0.0003802099,0.9108702,0.001416314,0.08590081,0.00000941243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5391307,0.1705287,0.1288805,0.01873709,0.003937116,0.0006004614,0.002911334,0.003014322,0.1322597],"genre_scores_gemma":[0.8512821,0.06563603,0.02803046,0.004886493,0.0004230716,0.0002177937,0.00203369,0.0002844054,0.04720585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003484037,"threshold_uncertainty_score":0.01165527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003614648390764997,"score_gpt":0.1842873125728759,"score_spread":0.1806726641821109,"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."}}