{"id":"W3204314034","doi":"10.1016/j.envpol.2021.118258","title":"Mechanistic study of antimonate reduction by Escherichia coli W3110","year":2021,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Escherichia coli; Chemistry; Antimonate; Antimony; Biochemistry; Microbiology; Biology; Gene","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":[0.0002124309,0.0004732916,0.0002382935,0.000182915,0.0002564821,0.0002739342,0.0006653319,0.000650863,0.001530532],"category_scores_gemma":[0.0001763383,0.0001473621,0.0003677526,0.0001643665,0.000253914,0.0002749017,0.0002283812,0.0004158276,0.0002980054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126982,"about_ca_system_score_gemma":0.0006842894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684045,"about_ca_topic_score_gemma":0.005059581,"domain_scores_codex":[0.9998117,0.00003784581,0.000007195876,0.00002490537,0.00006711956,0.00005130192],"domain_scores_gemma":[0.9999346,0.00001346124,0.00001447266,0.00000713154,0.00002422681,0.000006258488],"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":[0.0004289139,0.0003663056,0.001083066,0.0002619968,0.00003265693,0.0002306471,0.00006716691,0.002771185,0.9859951,0.003062701,0.0005267885,0.005173418],"study_design_scores_gemma":[0.00002431583,0.001210823,0.002391293,0.00001606725,0.00002277175,0.0001259447,0.0001822942,0.007697371,0.9835685,0.0007839155,0.003960493,0.00001618199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837565,0.001132452,0.004979436,0.0007773394,0.00008965989,0.0001072663,0.0005777354,0.00007909387,0.008500465],"genre_scores_gemma":[0.995683,0.0007403874,0.001064867,0.00009027824,0.000005882683,0.00001496894,0.0001904502,0.000003309845,0.002206894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004684045,"threshold_uncertainty_score":0.009313524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005129752941019943,"score_gpt":0.1977304913676224,"score_spread":0.1926007384266024,"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."}}