{"id":"W4385186514","doi":"10.1007/s00267-023-01857-2","title":"Informal E-Waste Flows in Montréal: Implications for Extended Producer Responsibility and Circularity","year":2023,"lang":"en","type":"article","venue":"Environmental Management","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Incentive; Business; Informal sector; Reuse; Scope (computer science); Documentation; Informal education; Sustainability; Economics; Marketing; Environmental economics; Environmental resource management; Economic growth; Market economy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008098799,0.0001816737,0.0001520589,0.0001327325,0.0001663967,0.00003911469,0.0002166974,0.00005156545,0.0000704639],"category_scores_gemma":[0.00001507648,0.0001844609,0.00005889841,0.0002705865,0.0001122004,0.0002440792,0.000770836,0.00009090004,0.0001445223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868227,"about_ca_system_score_gemma":0.000001214664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007844596,"about_ca_topic_score_gemma":0.00007751605,"domain_scores_codex":[0.9984738,0.00004584089,0.0003189062,0.0005757045,0.000204183,0.0003815819],"domain_scores_gemma":[0.9992921,0.00003700528,0.00006404336,0.0005306354,8.130271e-7,0.00007545531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002280095,0.0007191772,0.3828581,0.000194919,0.00009015032,0.00002663986,0.0007921411,0.006544225,0.009223985,0.002565026,0.01155327,0.5852044],"study_design_scores_gemma":[0.0005342397,0.00006595549,0.965994,0.00001174572,0.00002121164,0.000001347629,0.0003715654,0.003823692,0.0003042135,0.005314346,0.02333091,0.0002267721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878752,0.00004395566,0.001577825,0.001182612,0.00006190649,0.002120281,0.00002428314,0.000213603,0.006900339],"genre_scores_gemma":[0.9921988,0.0003249589,0.003976976,0.0001872401,0.00001809732,0.0007300535,0.00006055145,0.00002298129,0.002480351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5849776,"threshold_uncertainty_score":0.7522098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143593091520612,"score_gpt":0.2416438984558087,"score_spread":0.2302079675406026,"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."}}