{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004569965,0.00007300577,0.0001154077,0.00002437308,0.00004697583,0.00001876772,0.00002977545,0.00002457488,0.00005074806],"category_scores_gemma":[0.00000237336,0.00004361521,0.00002147018,0.00002211411,0.00002692151,0.0001802755,0.00002042509,0.00001730166,0.00001058627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005029712,"about_ca_system_score_gemma":0.000005546772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005401374,"about_ca_topic_score_gemma":0.000001643033,"domain_scores_codex":[0.9995084,0.00000821673,0.0002272988,0.00008050108,0.00009450097,0.00008112808],"domain_scores_gemma":[0.9998009,0.00001032059,0.00008260771,0.00002417953,0.00001260413,0.00006943796],"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":[0.0002646359,0.0002311967,0.06174393,0.00008930467,0.0001455894,0.000007939179,0.03432871,0.0001032372,0.8755044,0.000006225354,0.001377946,0.02619693],"study_design_scores_gemma":[0.001923323,0.0007458351,0.03408468,0.00001706702,0.00005290253,0.00002613726,0.0003199058,0.00007718518,0.9477538,0.0000463492,0.01483958,0.0001131892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973077,0.00005409729,0.000581895,0.001872518,0.00003123262,0.0001086486,0.000001715022,0.000002095026,0.00004014775],"genre_scores_gemma":[0.9938238,0.00002950646,0.005838245,0.00008146585,0.00001320883,0.000004370381,0.00001504626,0.0000054643,0.0001889039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07224949,"threshold_uncertainty_score":0.1778577,"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."}}