{"id":"W7071982643","doi":"","title":"Understanding the Contemporary Challenges and Adaptive Strategies Used By Informal Waste Recyclers in Manshiyat An-Nasr to Secure Their Right to Waste","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Informal sector; Livelihood; Informal education; Agency (philosophy); Work (physics); Municipal solid waste; Modernization theory; Citizen journalism","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":[0.002802884,0.0004222812,0.0003929815,0.001072873,0.009494373,0.007371399,0.001559375,0.002297894,0.003287917],"category_scores_gemma":[0.002212933,0.0003244065,0.0002607012,0.001171804,0.01372218,0.005405967,0.005913947,0.002268288,0.0002824522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006592701,"about_ca_system_score_gemma":0.004569392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02615034,"about_ca_topic_score_gemma":0.06246192,"domain_scores_codex":[0.9981005,0.0009541399,0.00004503023,0.0001398956,0.0001758444,0.0005846903],"domain_scores_gemma":[0.9988004,0.0005335097,0.0002995077,0.00004519367,0.0001159663,0.0002054614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001216882,0.00001427213,0.003791237,0.0000765454,0.000004243323,0.0008505665,0.9862775,0.00004622434,0.0006812291,0.004099799,0.0003087425,0.003837353],"study_design_scores_gemma":[7.103775e-7,0.000006552889,0.001307188,0.00004044758,0.000001752346,0.00008150868,0.9941024,0.00002348823,0.0000686417,0.0003744093,0.003988648,0.000004316804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986847,0.0009251513,0.0005408126,0.003668226,0.00002217526,0.00002227909,0.00001830116,0.000005232017,0.007950865],"genre_scores_gemma":[0.9956095,0.000977148,0.0003007067,0.0004963218,0.000007549586,0.00002000631,0.00001522914,0.000005154727,0.00256835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02615034,"threshold_uncertainty_score":0.05199629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06830126302064846,"score_gpt":0.1917349208245503,"score_spread":0.1234336578039019,"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."}}