{"id":"W3215720745","doi":"10.1002/9783527816392.ch1","title":"Introduction, Vision, and Opportunities","year":2021,"lang":"en","type":"other","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hazardous waste; Electronic equipment; Electronic waste; Legislature; Engineering; Incentive; Business; Waste management; Electronics; Consumption (sociology); Municipal solid waste; Political science; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041267,0.0008852602,0.0004369743,0.001208503,0.002966976,0.01087403,0.001297964,0.003215807,0.06063516],"category_scores_gemma":[0.001924152,0.0002785563,0.0003970863,0.001311336,0.002903121,0.009408412,0.003335353,0.005371518,0.03753527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828138,"about_ca_system_score_gemma":0.003674336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917302,"about_ca_topic_score_gemma":0.004429816,"domain_scores_codex":[0.9991528,0.0001754313,0.00002398131,0.000124172,0.0004095771,0.0001140412],"domain_scores_gemma":[0.9992944,0.000121481,0.00003072196,0.00004646795,0.0002535048,0.0002534144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001355264,0.00003689903,0.00009542125,0.0002136111,0.000001813667,0.00009203742,0.0008327291,0.0001137221,0.0002329588,0.2378183,0.6754821,0.08506686],"study_design_scores_gemma":[4.267779e-7,0.000004539374,0.00003808722,0.0001356926,3.429907e-7,0.00006766729,0.0002707177,0.00001656641,0.00001795321,0.007933033,0.991513,0.000002155815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007182232,0.04541907,0.002244475,0.03420139,0.0185385,0.00005940955,0.0001875255,0.000223557,0.8984078],"genre_scores_gemma":[0.007725442,0.03982588,0.002640227,0.01271418,0.005045776,0.00008675422,0.000305997,0.0001514861,0.9315043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06063516,"threshold_uncertainty_score":0.2028449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628217070431878,"score_gpt":0.2418669252361645,"score_spread":0.2255847545318457,"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."}}