{"id":"W4232351529","doi":"10.24908/iqurcp.8985","title":"Informal Recycling In Developing Nations","year":2016,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Garbage; Informal sector; Business; sort; Developing country; Natural resource economics; Environmental economics; Waste management; Economic growth; Economics; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002628347,0.0002265304,0.0002224982,0.0006248461,0.00036646,0.0002397612,0.0009280672,0.0001174614,0.0004032051],"category_scores_gemma":[0.0009223367,0.0001744467,0.00004448112,0.001815764,0.0007681402,0.00152421,0.001520485,0.0004291416,0.001208251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009760536,"about_ca_system_score_gemma":0.0001212769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060356,"about_ca_topic_score_gemma":0.0006483821,"domain_scores_codex":[0.9962553,0.00008249904,0.0005289152,0.000607353,0.001353391,0.001172573],"domain_scores_gemma":[0.9989516,0.0002950753,0.0001123609,0.0002411989,0.000177591,0.0002221841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001515271,0.0002046505,0.125008,0.0001896108,0.00005542002,0.00004039219,0.01007729,0.0003947279,0.004486575,0.7742245,0.01226174,0.07290558],"study_design_scores_gemma":[0.005390861,0.0007409389,0.113317,0.003544745,0.00002575051,0.00003541203,0.01130086,0.02108865,0.01140036,0.4166765,0.413394,0.003084981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658346,0.0000137771,0.01011302,0.1209433,0.0002175778,0.001552005,0.000003533234,0.0002066236,0.2086041],"genre_scores_gemma":[0.9938054,0.0005028996,0.001678794,0.0001907932,0.00006647415,0.000194886,0.000001891325,0.00002657059,0.00353229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4011323,"threshold_uncertainty_score":0.9995694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11369026841133,"score_gpt":0.368896187133584,"score_spread":0.255205918722254,"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."}}