{"id":"W4417297968","doi":"10.1016/j.wasman.2025.115288","title":"Evaluating hydrogen sulfide removal from municipal landfill leachate using a venturi stripping system","year":2025,"lang":"en","type":"article","venue":"Waste Management","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Services Canada; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leachate; Hydrogen sulfide; Sulfide; Alkalinity; Stripping (fiber); Sulfate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000275438,0.0002017126,0.0001580201,0.0001682563,0.0002531243,0.0002640137,0.000181766,0.0003505806,0.0009407839],"category_scores_gemma":[0.0002439966,0.0001051144,0.0002994207,0.0001727878,0.0001166096,0.000274478,0.0001823922,0.0001930909,0.0002183609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443139,"about_ca_system_score_gemma":0.0003580819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004275676,"about_ca_topic_score_gemma":0.006425593,"domain_scores_codex":[0.9998112,0.0000372366,0.00001587992,0.00002464103,0.00008430203,0.00002681962],"domain_scores_gemma":[0.99993,0.00001640471,0.0000105787,0.000007445662,0.00002715421,0.000008302284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002971388,0.00007502276,0.0006412049,0.00007979933,0.00001446454,0.00001749145,0.00002058007,0.0004390172,0.9956131,0.00002376798,0.00003402444,0.002744233],"study_design_scores_gemma":[0.00001411849,0.0006613538,0.002519001,0.00000200869,0.00001836266,0.00001555442,0.00003069506,0.001911379,0.9944623,0.000009723277,0.0003507327,0.000004726916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984511,0.0001288605,0.0009344553,0.00001183914,0.000007220087,0.00001771252,0.00009396804,0.00002089901,0.0003338094],"genre_scores_gemma":[0.9970497,0.0002091481,0.001384752,0.00001090172,0.000003423181,0.00001286618,0.0001528967,0.000006253253,0.001170054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004275676,"threshold_uncertainty_score":0.008501589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229338565060368,"score_gpt":0.3030698326274471,"score_spread":0.2607764469768434,"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."}}