{"id":"W3016965376","doi":"10.1002/clen.202000118","title":"In Situ Bioremediation of Toluene‐Polluted Vadose Zone: Integrated Column and Wetland Study","year":2020,"lang":"en","type":"article","venue":"CLEAN - Soil Air Water","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biodegradation; Bioremediation; Toluene; Vadose zone; Environmental science; Environmental chemistry; Contamination; Soil water; Wetland; Soil science; Chemistry; Environmental engineering; 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":[0.0001245954,0.0003215389,0.0004584538,0.0001342417,0.0001780009,0.000368629,0.0002828427,0.0002794098,0.0003527517],"category_scores_gemma":[0.00006927354,0.0001260776,0.0003621912,0.0001698748,0.0001633603,0.0001646134,0.0002247198,0.0002730193,0.00008957592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004514464,"about_ca_system_score_gemma":0.000330577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016372,"about_ca_topic_score_gemma":0.01078348,"domain_scores_codex":[0.9998869,0.00001051068,0.000004607315,0.00003340709,0.00003015973,0.00003438606],"domain_scores_gemma":[0.9999338,0.00001190055,0.00001660573,0.000005641261,0.00001587139,0.00001613865],"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":[0.00009896207,0.00009900842,0.001012996,0.0000347212,0.000008816776,0.00003322955,0.00001625309,0.0005082521,0.9973712,0.00002040454,0.00001238894,0.0007837523],"study_design_scores_gemma":[0.00003193823,0.001467748,0.01539172,0.000005243021,0.00004286354,0.0000634239,0.0001230288,0.0120869,0.9701383,0.00002407497,0.0006078123,0.00001696595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984961,0.000070702,0.001169203,0.000006248352,0.000003113253,0.00001285682,0.000091001,0.00001542482,0.0001354952],"genre_scores_gemma":[0.996749,0.0001250916,0.002455695,0.00001072931,0.000002166245,0.00002104509,0.0001135915,0.000005498187,0.0005171738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016372,"threshold_uncertainty_score":0.02020913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008614413134973917,"score_gpt":0.2033595456779953,"score_spread":0.1947451325430214,"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."}}