{"id":"W1826906912","doi":"10.1139/er-2015-0046","title":"Advances in the biological removal of sulphides from aqueous phase in anaerobic processes: A review","year":2015,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biogas; Methane; Waste management; Anaerobic digestion; Environmental science; Hydrogen sulphide; Anaerobic respiration; Anaerobic exercise; Chemistry; Environmental chemistry; Pulp and paper industry; Sulfur; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001492337,0.0007356047,0.002938604,0.00007887532,0.00003966893,0.00001575014,0.001066934,0.0002178702,0.0006149356],"category_scores_gemma":[0.0001311357,0.0003915901,0.0005024421,0.0007266382,0.0003801416,0.0002762797,0.0002808954,0.0004291075,0.00105968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000509491,"about_ca_system_score_gemma":0.00003993552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009552453,"about_ca_topic_score_gemma":0.0001382837,"domain_scores_codex":[0.9951504,0.001283465,0.001738379,0.0008504947,0.0005187992,0.0004584865],"domain_scores_gemma":[0.9980815,0.0002097305,0.0008415637,0.0007557195,5.474471e-7,0.0001109192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001113038,0.0006438379,0.0000879517,0.003050191,0.0000112447,0.0002729343,0.0001175377,1.717593e-7,0.00001228886,4.264008e-7,0.0003706597,0.9954216],"study_design_scores_gemma":[0.000475325,0.0001982186,0.00001295216,0.01997179,0.0002783967,0.0001804578,0.00003712047,5.307527e-7,0.00000633936,0.00008565289,0.9783737,0.0003795275],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013785,0.9942311,0.000001276867,0.00002117155,0.00005114204,0.003537869,0.00007737272,0.000009768926,0.0006917781],"genre_scores_gemma":[0.00003624166,0.9970602,0.001428788,0.0001399951,0.00004763985,0.0005751816,0.0006076695,0.00003598788,0.00006827294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9950421,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07053561447679103,"score_gpt":0.3428808782309334,"score_spread":0.2723452637541424,"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."}}