{"id":"W1557263469","doi":"10.2139/ssrn.2258903","title":"Household Solid Waste Generation in Urban Pakistan: A Case Study of Rawalpindi","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Toronto Metropolitan University","funders":"","keywords":"Municipal solid waste; Waste management; Environmental health; Socioeconomics; Business; Medicine; Economics; Engineering","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":[0.000271782,0.0004724847,0.0002903446,0.000744881,0.004621049,0.001350738,0.0007875433,0.001257157,0.00376996],"category_scores_gemma":[0.000453276,0.0003021236,0.0003697154,0.001610905,0.001329066,0.0007200722,0.001329559,0.0006368312,0.0003863366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069861,"about_ca_system_score_gemma":0.001977932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03895299,"about_ca_topic_score_gemma":0.08816397,"domain_scores_codex":[0.9996705,0.00008802981,0.00001217103,0.00003245788,0.00003491127,0.0001619212],"domain_scores_gemma":[0.9996341,0.0001311216,0.00006186987,0.00001966208,0.00005339884,0.00009981231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007438543,0.002967381,0.4602931,0.0006721721,0.0001323122,0.3475753,0.1222371,0.006214813,0.006457941,0.006271413,0.002738013,0.04369671],"study_design_scores_gemma":[0.00004564969,0.001417575,0.1736948,0.0001864054,0.000111875,0.02876065,0.7690706,0.004916159,0.005915475,0.001359086,0.01442183,0.00009984453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980908,0.00003511267,0.0001503071,0.0000989151,0.000002797743,0.00002059651,0.00004743777,0.000002871672,0.001551004],"genre_scores_gemma":[0.9981674,0.0001663097,0.0001895739,0.00002610725,0.000002801915,0.000006615991,0.00003513031,0.000001934104,0.001404058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03895299,"threshold_uncertainty_score":0.07745254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424571341561979,"score_gpt":0.2928091423669774,"score_spread":0.2685634289513576,"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."}}