{"id":"W2126610385","doi":"10.1002/ep.670220215","title":"Biofiltration of concentrated mixtures of hydrogen sulfide and methanol","year":2003,"lang":"en","type":"article","venue":"Environmental Progress","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biofilter; Methanol; Chemistry; Hydrogen sulfide; Sulfur; Dimethyl sulfide; Sulfide; Hydrogen; Environmental chemistry; Pulp and paper industry; 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":[0.0002815647,0.0004890807,0.0005985333,0.0002622406,0.0002075035,0.0006704719,0.0004211559,0.0003027274,0.0004654792],"category_scores_gemma":[0.0002737013,0.0001811293,0.0004673131,0.0002605315,0.0001787644,0.0003301886,0.0004285823,0.0004320222,0.0001606866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000773585,"about_ca_system_score_gemma":0.0004342286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008344296,"about_ca_topic_score_gemma":0.01164117,"domain_scores_codex":[0.9997373,0.00004491615,0.00002166723,0.00004759135,0.0001084614,0.00004000713],"domain_scores_gemma":[0.99986,0.00003802619,0.00003010869,0.00001060939,0.0000360316,0.00002511332],"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":[0.0001973826,0.0001006825,0.001137077,0.00009586628,0.00005224736,0.0000661453,0.00003716237,0.000742908,0.9941717,0.00003470315,0.00005133227,0.003312846],"study_design_scores_gemma":[0.00003650946,0.000689016,0.004185202,0.00001877692,0.00006358066,0.00005302761,0.00005829573,0.004794254,0.9893543,0.00003052173,0.0007070497,0.000009484877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978904,0.000352033,0.001307525,0.00002317936,0.00001679911,0.00001553219,0.00005418227,0.00003792784,0.0003023748],"genre_scores_gemma":[0.9959513,0.0004388161,0.002513214,0.00003113796,0.0000108901,0.00001095069,0.0001503836,0.00001144369,0.000881772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008344296,"threshold_uncertainty_score":0.01659143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007688494259533998,"score_gpt":0.214315351120876,"score_spread":0.206626856861342,"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."}}