{"id":"W3216730507","doi":"10.1016/j.jenvman.2021.114125","title":"The contribution of tipping fees to the operation, maintenance, and management of fecal sludge treatment plants: The case of Ghana","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Grand Challenges Canada; Department for International Development, UK Government; Bill and Melinda Gates Foundation","keywords":"Business; Leachate; Environmental science; Waste management; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004551386,0.000149411,0.0002143681,0.00002992207,0.0002279004,0.00002599137,0.0002377354,0.00002370523,0.0001006392],"category_scores_gemma":[0.000004175447,0.00006765671,0.0001158217,0.00009458506,0.0002463555,0.0001027017,0.0003743311,0.00005633327,0.000008829734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246882,"about_ca_system_score_gemma":0.000003768926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004597895,"about_ca_topic_score_gemma":0.0001269723,"domain_scores_codex":[0.9986712,0.0001180249,0.0005368579,0.0001560236,0.0003286938,0.0001892305],"domain_scores_gemma":[0.9991985,0.00006433485,0.0003480508,0.0003230989,0.000007355789,0.00005863823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004053082,0.01202746,0.1366315,0.0006244472,0.0173777,0.01451895,0.02081203,0.06126091,0.1633975,0.02356889,0.02385757,0.52187],"study_design_scores_gemma":[0.01352739,0.004382469,0.5537037,0.0009665968,0.002983775,0.00329344,0.08460192,0.000981212,0.2314739,0.0009584377,0.1022692,0.0008580202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950907,0.0008622398,0.0002852302,0.002319004,0.0001307683,0.0005568292,0.00002382431,0.00000166836,0.0007297756],"genre_scores_gemma":[0.9943145,0.003935561,0.0004822253,0.00006522326,0.00002237339,0.0000164078,0.000004029614,0.000007788295,0.001151881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5210119,"threshold_uncertainty_score":0.2758961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006393310181201766,"score_gpt":0.2066776958859125,"score_spread":0.2002843857047107,"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."}}