{"id":"W1998218519","doi":"10.2202/1542-6580.1574","title":"Advances in Chemical Oxidation of Total Reduced Sulfur from Kraft Mills Atmospheric Effluents","year":2007,"lang":"en","type":"article","venue":"International Journal of Chemical Reactor Engineering","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Chlorine dioxide; Incineration; Redox; Sulfur; Kraft paper; Effluent; Sulfur dioxide; Data scrubbing; Environmental chemistry; Inorganic chemistry; Waste management; Pulp and paper industry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004719032,0.0005801268,0.0004047251,0.0008701273,0.000220202,0.0005152013,0.0003392916,0.0003741794,0.0007440159],"category_scores_gemma":[0.0002120127,0.0001999858,0.0003457547,0.0007274643,0.0002885099,0.0003365507,0.000207055,0.0003830719,0.0003503025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009042969,"about_ca_system_score_gemma":0.000838167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502368,"about_ca_topic_score_gemma":0.01233847,"domain_scores_codex":[0.9997416,0.00003976241,0.00002277596,0.00003695472,0.000128533,0.00003038108],"domain_scores_gemma":[0.9998011,0.00004406919,0.00003006204,0.00001033883,0.0001009062,0.00001348194],"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":[0.0001510673,0.00009229829,0.0009800569,0.005803354,0.00008307357,0.0003216268,0.0001724614,0.002438771,0.6761439,0.00135148,0.0007371402,0.3117248],"study_design_scores_gemma":[0.00002282592,0.002146044,0.009121132,0.0004082606,0.0002276137,0.001983746,0.0002211931,0.001639024,0.6745276,0.000658591,0.3089814,0.00006251879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1935491,0.7739483,0.01820405,0.0004087164,0.0002674133,0.00008197669,0.0001408186,0.000135442,0.01326417],"genre_scores_gemma":[0.3712885,0.5901475,0.02188261,0.0003054681,0.0002388053,0.00004606859,0.0003525832,0.00003948863,0.01569898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004502368,"threshold_uncertainty_score":0.00895232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003542170003400564,"score_gpt":0.2323519059583971,"score_spread":0.2288097359549965,"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."}}