{"id":"W2414034284","doi":"10.2175/106143010x12780288628859","title":"Characterization of Natural Ventilation in Wastewater Collection Systems","year":2011,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"U.S. Environmental Protection Agency","keywords":"Wastewater; Natural ventilation; Environmental science; Waste management; Ventilation (architecture); Natural (archaeology); Environmental engineering; Engineering; Geography; Archaeology","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":[0.0003994436,0.0002749955,0.0003779838,0.0004035879,0.0003540384,0.0005795451,0.0005013728,0.0003135725,0.0002660024],"category_scores_gemma":[0.001146198,0.0001370942,0.0002458924,0.0003647938,0.0003515235,0.0005380651,0.0002710977,0.0001612605,0.00006900316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108979,"about_ca_system_score_gemma":0.0005309393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787416,"about_ca_topic_score_gemma":0.005927497,"domain_scores_codex":[0.9995456,0.000103551,0.00003334178,0.0000980506,0.0001756292,0.00004375478],"domain_scores_gemma":[0.9995447,0.0002190693,0.00007452556,0.00002939995,0.0001167315,0.00001559494],"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":[0.0003316994,0.0002850357,0.1008367,0.0003473019,0.0000600411,0.0002086644,0.0003411982,0.05106388,0.8082929,0.0002547831,0.0001259128,0.037852],"study_design_scores_gemma":[0.00003748161,0.001214083,0.2354441,0.00002704069,0.00004761606,0.0003230505,0.0005960941,0.2524379,0.507812,0.0005122135,0.001492831,0.00005544148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993334,0.00008718218,0.006277372,0.000009528336,0.00000141778,0.00001857135,0.00007255183,0.00003175558,0.0001676571],"genre_scores_gemma":[0.9982887,0.00004519965,0.001436032,0.000003178644,9.766941e-7,0.00001644207,0.0001059079,0.00000566633,0.00009792917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004787416,"threshold_uncertainty_score":0.0095191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932285382700418,"score_gpt":0.2469999127402362,"score_spread":0.197677058913232,"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."}}