{"id":"W3044061333","doi":"10.1016/j.oneear.2020.07.001","title":"Sources and Streams of Electronic Waste","year":2020,"lang":"en","type":"article","venue":"One Earth","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Electronic waste; Electronics; Pollution; Upstream (networking); Electronic equipment; Waste stream; Waste management; STREAMS; Environmental science; Engineering; Computer science; Telecommunications; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000558803,0.00004150506,0.0000657233,0.000006693738,0.00002000173,0.000008469357,0.00006368379,0.00001385013,0.0002100263],"category_scores_gemma":[0.000006406771,0.00003747991,0.0000140159,0.00006699897,0.00005013037,0.00004369037,0.00008043687,0.0000438064,0.00003483716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003079529,"about_ca_system_score_gemma":0.000001244324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004849199,"about_ca_topic_score_gemma":0.00001212996,"domain_scores_codex":[0.9996212,0.00001176768,0.00006520261,0.0001140023,0.00008760446,0.0001002497],"domain_scores_gemma":[0.9998615,0.000006976244,0.00002882741,0.00006733476,8.941377e-7,0.0000344067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006909591,0.0001634862,0.2038403,0.00009514951,0.00006576053,0.000005121831,0.001688137,0.001952512,0.08176035,0.00327559,0.004273348,0.7028111],"study_design_scores_gemma":[0.001907449,0.003716336,0.1687174,0.0001416864,0.0001422307,0.000004922768,0.001352363,0.03548926,0.5834414,0.008576452,0.1953928,0.001117643],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848206,0.00005612234,0.0005137491,0.0004471327,0.000003778964,0.00006000271,6.35414e-7,0.00004080921,0.01405718],"genre_scores_gemma":[0.9986268,0.00008342367,0.0006374558,0.000126235,0.00001495444,0.000001298144,8.06433e-7,0.000004060322,0.0005049095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7016935,"threshold_uncertainty_score":0.2299641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008941882560568498,"score_gpt":0.1861978676604932,"score_spread":0.1772559850999247,"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."}}