{"id":"W4399390816","doi":"10.2166/wst.2024.184","title":"Comparative life cycle assessment of excreta management systems through composting and biomethanization: Case of a low-income tropical country","year":2024,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Tropics; Low income; Geography; Agricultural economics; Business; Environmental science; Natural resource economics; Economics; Socioeconomics; Ecology; 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":[0.001173629,0.000695421,0.0004348813,0.001187347,0.0004311987,0.0009359863,0.0006862574,0.0007067733,0.00141989],"category_scores_gemma":[0.001313711,0.000241972,0.001049787,0.001003807,0.000415123,0.0005893059,0.00054488,0.0003160549,0.0001148394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334788,"about_ca_system_score_gemma":0.0008513944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0218396,"about_ca_topic_score_gemma":0.01908938,"domain_scores_codex":[0.9996395,0.0001414223,0.00001764357,0.00004223095,0.00007011843,0.00008909998],"domain_scores_gemma":[0.9991598,0.0004304875,0.0001076857,0.0000415378,0.0001961563,0.0000643134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00101488,0.0005851914,0.07557074,0.0004270861,0.0002256679,0.001728362,0.0003355359,0.8728006,0.02121996,0.001420797,0.0003647672,0.0243064],"study_design_scores_gemma":[0.0001130024,0.007903862,0.127643,0.00008375302,0.0003591187,0.0005634316,0.003254152,0.8297892,0.02601091,0.001077298,0.003093049,0.0001092661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967765,0.00006778482,0.001038838,0.00002844431,0.000002103944,0.00009280245,0.0002627579,0.00001098149,0.001719811],"genre_scores_gemma":[0.997111,0.0001243586,0.001753332,0.000006810669,8.503652e-7,0.00004903616,0.0002606606,0.00000347647,0.0006904512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0218396,"threshold_uncertainty_score":0.04342496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184776215300737,"score_gpt":0.2803035829769535,"score_spread":0.2684558208239461,"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."}}