{"id":"W1972538865","doi":"10.1002/cjce.20454","title":"Oxidation of sulfide ion in synthetic geothermal brines at carbon‐based anodes","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sulfide; Polysulfide; Chemistry; Brine; Anode; Inorganic chemistry; Hydrogen sulfide; Petroleum coke; Coke; Sulfur; Organic chemistry; Electrolyte; Electrode","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001062867,0.00007040497,0.00009755321,0.00005633217,0.00001369193,0.000003542269,0.0001437546,0.0000279558,0.000223217],"category_scores_gemma":[0.0000468862,0.00005344757,0.00003180165,0.00009566381,0.00006438525,0.00006659026,0.00001318055,0.00007328694,0.000003849972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004221402,"about_ca_system_score_gemma":0.00002309762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005029868,"about_ca_topic_score_gemma":0.001762219,"domain_scores_codex":[0.9994724,0.00001058545,0.0002032499,0.00005937544,0.0001095954,0.0001447789],"domain_scores_gemma":[0.9996624,0.00002769892,0.00008307224,0.00009801493,0.000009062395,0.0001197533],"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":[0.00001789819,0.00001290298,0.02544026,0.000006984254,0.000008079324,0.00002107009,0.0005073242,0.06047553,0.9131298,0.00002420423,0.000004351865,0.0003515983],"study_design_scores_gemma":[0.000207469,0.00001536498,0.01746287,0.00003755304,0.000008941974,0.00002314705,0.000005252211,0.004984653,0.9770882,0.00006406458,0.00004193939,0.00006056052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993799,0.00003072746,0.0001906267,0.00007770319,0.00003914415,0.00004344963,0.00000105921,0.00000302669,0.000234338],"genre_scores_gemma":[0.9988907,5.463649e-7,0.001055065,0.0000147385,0.00001337141,0.000001506533,7.227225e-7,0.000009288168,0.00001408866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0639584,"threshold_uncertainty_score":0.760369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009787302639546441,"score_gpt":0.172357235220548,"score_spread":0.1625699325810016,"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."}}