{"id":"W3010557950","doi":"10.2166/washdev.2020.120","title":"Treatment of fecal matter by smoldering and catalytic oxidation","year":2020,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Bill and Melinda Gates Foundation","keywords":"Sanitation; Sewage; Environmental science; Feces; Waste management; Human feces; Sewage treatment; Environmental engineering; Ecology; Engineering; Biology","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":[0.0001904442,0.0002339937,0.0002120672,0.0002258964,0.0001528163,0.0002373253,0.0002369041,0.000253236,0.0006975746],"category_scores_gemma":[0.0001621794,0.0001161296,0.0002946907,0.0001241852,0.0001836033,0.000174705,0.0002134613,0.0003249184,0.0002297504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899464,"about_ca_system_score_gemma":0.0001872962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006037074,"about_ca_topic_score_gemma":0.001467053,"domain_scores_codex":[0.9998103,0.0000308566,0.00001075478,0.00004329679,0.00007092751,0.00003390515],"domain_scores_gemma":[0.9999391,0.00001347503,0.00001850551,0.000008435629,0.00001363335,0.00000690325],"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":[0.00005772652,0.00003734882,0.0004257662,0.00006489283,0.000007003275,0.00002866863,0.00001705857,0.0002721322,0.9915108,0.00009470313,0.00003943347,0.007444508],"study_design_scores_gemma":[0.000003623258,0.0001678545,0.0008171391,0.000003038455,0.000003638491,0.0000392963,0.000008664963,0.001747378,0.996384,0.00001814641,0.0008047959,0.000002252942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790551,0.0005590984,0.01782026,0.0000467976,0.0000358306,0.00004672224,0.00005262399,0.0001041008,0.002279378],"genre_scores_gemma":[0.988961,0.0002503335,0.008633421,0.00001988513,0.000007311439,0.00001163287,0.00006300285,0.00001547668,0.002037868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006975746,"threshold_uncertainty_score":0.002333641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786545383234158,"score_gpt":0.21888643510836,"score_spread":0.2010209812760184,"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."}}