{"id":"W4393317171","doi":"10.1111/gwmr.12643","title":"Bioremediation of Chlorate and Chromium in Soil Columns Using Contaminated Site Native Culture","year":2024,"lang":"en","type":"article","venue":"Groundwater Monitoring & Remediation","topic":"Chemical Analysis and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioremediation; Chromium; Chlorate; Contamination; Environmental chemistry; Soil contamination; Environmental science; Chemistry; Biology; Ecology; Inorganic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004655193,0.0006242251,0.0003649175,0.0002698833,0.0003163338,0.000804425,0.0005058622,0.0003012786,0.0004362419],"category_scores_gemma":[0.0003009298,0.0001984924,0.000368655,0.0003575979,0.0003365008,0.0001842615,0.0004848782,0.0004694117,0.0001754372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008991962,"about_ca_system_score_gemma":0.001302378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0523415,"about_ca_topic_score_gemma":0.09252988,"domain_scores_codex":[0.9995222,0.00008687129,0.00004424486,0.0001110174,0.0001368279,0.00009896991],"domain_scores_gemma":[0.9996106,0.00005967751,0.00005804998,0.00003396199,0.0001821232,0.00005563277],"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":[0.00007983891,0.00006927685,0.00103964,0.00005801218,0.00001244793,0.00003494072,0.0000567984,0.0001530956,0.9973224,0.0000209671,0.00002035245,0.001132282],"study_design_scores_gemma":[0.00001612417,0.0009036397,0.008073237,0.00001498182,0.00003581054,0.00009915274,0.0002276503,0.0009447624,0.9887194,0.0000116017,0.0009433431,0.0000102422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970961,0.0002935982,0.00146296,0.00003813322,0.00001506174,0.00005973291,0.000213871,0.00002634546,0.0007942494],"genre_scores_gemma":[0.9864686,0.0007585519,0.009005123,0.00007393374,0.00001138316,0.00005690449,0.0008224828,0.00001916289,0.002783809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0523415,"threshold_uncertainty_score":0.1040736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268403689134043,"score_gpt":0.2419870029861354,"score_spread":0.229302966094795,"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."}}