{"id":"W4403605255","doi":"10.18174/179704","title":"The role of households in solid waste management in East African capital cities","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wageningen University and Research; U.S. Environmental Protection Agency; International Labour Organization; Japan International Cooperation Agency; International Development Research Centre; United Nations Development Programme","keywords":"Solid waste management; Capital (architecture); Geography; Municipal solid waste; Business; Social capital; Environmental planning; Economic geography; Waste management; Engineering; Sociology; Social science; Archaeology","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":[0.000324951,0.0001266289,0.0001816346,0.0001423283,0.0001242382,0.00003063837,0.0003482588,0.0001331024,0.0001091762],"category_scores_gemma":[0.000009767788,0.0000898564,0.00004743639,0.0001844536,0.0001075936,0.00007382593,0.00002986227,0.0001269829,0.00001245209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006983223,"about_ca_system_score_gemma":0.00009118015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007476954,"about_ca_topic_score_gemma":0.3390996,"domain_scores_codex":[0.9988911,0.00007337907,0.0002788664,0.0001606897,0.0003175411,0.0002784859],"domain_scores_gemma":[0.9996852,0.00003042314,0.0001126451,0.0001042216,0.00003276159,0.00003471664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009194741,0.0001360102,0.002717423,0.0000921586,0.0000941562,0.00001140758,0.5480599,0.000001858191,0.00001773059,0.3971342,0.0007374632,0.05090566],"study_design_scores_gemma":[0.0001272278,0.00001426485,0.02495319,0.0001028682,0.000007632575,3.2288e-8,0.9540211,0.000001592156,0.0001589932,0.01281649,0.007629117,0.0001674927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3426466,0.001250162,7.169572e-8,0.0001044887,0.0002815869,0.0002295411,0.000001792346,0.00001693419,0.6554688],"genre_scores_gemma":[0.8828822,0.00409267,0.00002444621,0.000005933079,0.00003503448,0.00004119861,0.00001558091,0.00001095272,0.112892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5425768,"threshold_uncertainty_score":0.9991323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310026913950225,"score_gpt":0.2547945821546654,"score_spread":0.2316943130151632,"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."}}