{"id":"W2170450960","doi":"10.1002/ep.670220319","title":"Hydrogen sulfide (H<sub>2</sub>S) removal in synthetic media biofilters","year":2003,"lang":"en","type":"article","venue":"Environmental Progress","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biorem Technologies (Canada)","funders":"","keywords":"Biofilter; Hydrogen sulfide; Waste management; Environmental science; Filter (signal processing); Pulp and paper industry; Chemistry; Environmental engineering; Environmental chemistry; Sulfur; Engineering; 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":[0.0001564995,0.0002357702,0.0001584205,0.0001675003,0.0002324853,0.0004837665,0.0002483499,0.0001660646,0.0004294954],"category_scores_gemma":[0.0001890186,0.00007501643,0.0001775969,0.0001635436,0.0002047486,0.0002030464,0.0001702424,0.0001181531,0.0001440513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686767,"about_ca_system_score_gemma":0.000280177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009146262,"about_ca_topic_score_gemma":0.02159264,"domain_scores_codex":[0.9998696,0.000018399,0.000009821376,0.00001601693,0.00006622682,0.00001995152],"domain_scores_gemma":[0.9999194,0.00001628418,0.00002175824,0.000004075546,0.00002537656,0.0000129925],"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":[0.0002592399,0.00003841003,0.002826649,0.0003059902,0.00002723105,0.00009841625,0.00005143439,0.00074478,0.982398,0.00006138976,0.0001624,0.01302601],"study_design_scores_gemma":[0.00001482167,0.0005245545,0.01121152,0.000021645,0.00004039177,0.0001613613,0.0001043044,0.001721836,0.9791002,0.00002602194,0.007064262,0.000009119745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916542,0.004104813,0.002813097,0.00009430393,0.00002018105,0.0000130322,0.0001266574,0.00005837889,0.001115375],"genre_scores_gemma":[0.9921982,0.003153134,0.002635056,0.00003683629,0.000009638505,0.000007980959,0.0002830242,0.00001072059,0.00166544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009146262,"threshold_uncertainty_score":0.01818609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007268897649978501,"score_gpt":0.1947350991606341,"score_spread":0.1874662015106556,"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."}}