{"id":"W2339177931","doi":"10.2166/wst.2004.0290","title":"Batch experiment on H2S degradation by bacteria immobilised on activated carbons","year":2004,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Biofilter; Biodegradation; Activated carbon; Pulp and paper industry; Adsorption; Waste management; Chemistry; Degradation (telecommunications); Activated sludge; Bioreactor; Chemical engineering; Environmental science; Environmental engineering; Sewage treatment; Organic chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001411157,0.0002224398,0.0002129546,0.0005836469,0.0001907185,0.00004456567,0.0007909521,0.0002910212,0.00005990181],"category_scores_gemma":[0.0001931675,0.0001517898,0.00004094843,0.0008010827,0.0004583811,0.0001632143,0.0001856295,0.000335756,0.0001107317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874965,"about_ca_system_score_gemma":0.00004598985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003093719,"about_ca_topic_score_gemma":0.000001347632,"domain_scores_codex":[0.9982775,0.000006081881,0.0002228375,0.0005772109,0.0002887388,0.0006276214],"domain_scores_gemma":[0.9991581,0.00002045975,0.00004099671,0.0006528883,0.0000482157,0.00007932241],"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":[0.00002436174,0.00009113052,0.00001429808,0.000002522373,0.000003665945,0.000003773395,0.00008847523,0.0003169571,0.9950062,0.001964806,0.00006636415,0.002417456],"study_design_scores_gemma":[0.000613667,0.0002536817,0.0000117277,0.00003540379,0.000003366978,0.000004286652,0.0001921312,0.0002411902,0.9953823,0.001133859,0.001922571,0.00020578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905108,0.00001917388,0.0009070008,0.005693352,0.0002351467,0.0001906815,0.000004046072,0.001461276,0.0009785448],"genre_scores_gemma":[0.9989403,0.000007726934,0.0005687405,0.0001005187,0.00001449192,0.00008869665,0.000008201047,0.00001838963,0.0002529459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008429511,"threshold_uncertainty_score":0.618981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009920989875849948,"score_gpt":0.2404896067483763,"score_spread":0.2305686168725263,"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."}}