{"id":"W3087624682","doi":"10.1016/j.oneear.2020.08.018","title":"Transforming Cities Globally: Essential Public and Environmental Health Services Provided by Informal Sector Workers","year":2020,"lang":"en","type":"article","venue":"One Earth","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Informal sector; Public sector; Business; Public health; Developing country; Economic growth; Environmental health; Environmental planning; Geography; Political science; Medicine; Economics; Nursing","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":[0.002961991,0.000691644,0.0002937005,0.0008311662,0.00517084,0.007189403,0.001013304,0.003978546,0.02682831],"category_scores_gemma":[0.006767225,0.0002484297,0.0003724333,0.001194039,0.004780058,0.004851323,0.0104949,0.004568212,0.002102331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004038147,"about_ca_system_score_gemma":0.03433686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519744,"about_ca_topic_score_gemma":0.05312949,"domain_scores_codex":[0.9966306,0.001395562,0.00006165751,0.0000905898,0.0004392453,0.001382324],"domain_scores_gemma":[0.9913297,0.001195316,0.0005865283,0.0003633118,0.0008530364,0.005672141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001909103,0.0009492304,0.02957337,0.0008823659,0.0000509728,0.001054143,0.03415573,0.0007106112,0.004555471,0.1063326,0.4303691,0.3911755],"study_design_scores_gemma":[0.0001143239,0.0002797873,0.02292314,0.001319064,0.00003783709,0.0002693623,0.1797611,0.0005149007,0.0009631408,0.0606511,0.7330835,0.00008274284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1095431,0.006024051,0.003707394,0.7352833,0.003570092,0.0001919414,0.0002778795,0.0004022253,0.141],"genre_scores_gemma":[0.8787991,0.008914632,0.003755275,0.0542688,0.001337748,0.0002233889,0.000248189,0.0002176287,0.05223519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02682831,"threshold_uncertainty_score":0.08974969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011610504409308,"score_gpt":0.198821198209421,"score_spread":0.188705093165328,"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."}}