{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426508,0.0001346419,0.0001964671,0.00003475574,0.000002055855,0.0000100052,0.0002624771,0.00006643291,0.000177466],"category_scores_gemma":[0.0002354285,0.0001243838,0.00008548326,0.0001183043,0.00003573925,0.0005255385,0.0000772339,0.0001691324,0.00001121072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116812,"about_ca_system_score_gemma":0.000009584192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002566732,"about_ca_topic_score_gemma":9.044787e-7,"domain_scores_codex":[0.998462,0.000006651359,0.0006099119,0.0001529002,0.000599451,0.0001690421],"domain_scores_gemma":[0.9992949,0.0001704515,0.0002890145,0.00008891796,0.00005136575,0.0001053398],"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":[0.00009367395,0.0001121625,0.006365525,0.000002565138,0.00002586468,0.00002818902,0.0001138942,0.001835796,0.9828978,0.000008919687,0.000005966419,0.008509699],"study_design_scores_gemma":[0.0007434081,0.00001915785,0.007378697,0.00008776515,0.000008450166,0.00002874018,0.00001271139,0.0006684383,0.9904118,0.0001247974,0.000409638,0.0001063978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921414,0.0001128065,0.007147586,0.00004337312,0.0003400907,0.00005401683,0.000004913682,0.00001046231,0.0001453227],"genre_scores_gemma":[0.9774835,0.00004333629,0.02228977,0.00001268983,0.000135273,0.000001569319,0.0000165356,0.0000143147,0.000003089029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514218,"threshold_uncertainty_score":0.5072223,"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."}}