{"id":"W1983026258","doi":"10.1016/s0304-3894(02)00006-7","title":"Effects of ferrous iron and molecular oxygen on chromium(VI) redox kinetics in the presence of aquifer solids","year":2002,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vale (Canada)","funders":"","keywords":"Chromium; Ferrous; Oxidizing agent; Redox; Aquifer; Chemistry; Hexavalent chromium; Kinetics; Inorganic chemistry; Geology; Groundwater; Organic chemistry","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":[0.0003641956,0.0002010743,0.0002410086,0.0001134072,0.0002270167,0.0004676803,0.000330821,0.0003729647,0.001383604],"category_scores_gemma":[0.0009437883,0.0001796078,0.0001194509,0.000137412,0.0003018639,0.0002598941,0.0001460428,0.0003048823,0.0001824951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441469,"about_ca_system_score_gemma":0.0003834446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00746111,"about_ca_topic_score_gemma":0.007147102,"domain_scores_codex":[0.9997907,0.00005192883,0.00001760301,0.00003068787,0.00003641155,0.00007254296],"domain_scores_gemma":[0.9994474,0.0003261727,0.00005238564,0.00002524368,0.00009704089,0.00005179153],"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":[0.006619562,0.0001967085,0.003364688,0.0001366444,0.00002529122,0.0002475735,0.0002356867,0.001182473,0.9807307,0.0002778154,0.0002192833,0.006763666],"study_design_scores_gemma":[0.00006644589,0.0008194539,0.005015577,0.000007310626,0.00002344535,0.00009131127,0.0001695395,0.003821796,0.9888784,0.00007733791,0.001014918,0.00001433358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991438,0.0001242902,0.0002108603,0.00003757402,0.000007274059,0.000004832485,0.00006394665,0.00001133243,0.0003960881],"genre_scores_gemma":[0.9989975,0.00009909149,0.0002486835,0.00001288856,0.000002829827,0.000002230513,0.00007811536,0.000004289958,0.0005543037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00746111,"threshold_uncertainty_score":0.01483536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00584979231924975,"score_gpt":0.2082369923523623,"score_spread":0.2023872000331125,"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."}}