{"id":"W6990694942","doi":"","title":"Electronic Waste and Extended Physical vs. Financial Producer Responsibility: A Case Study of Japanese and Canadian Business Practices","year":2022,"lang":"en","type":"dissertation","venue":"Skemman","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Extended producer responsibility; Hazardous waste; Incentive; Electronic waste; Externality; Audit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005476644,0.0002190902,0.0003030373,0.0001527207,0.0002590953,0.00004698961,0.0001565566,0.00007348727,0.00007384326],"category_scores_gemma":[0.0002535911,0.0002110538,0.00002652714,0.0003661997,0.00006933845,0.0001658299,0.000128055,0.0003265732,0.000001713141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740354,"about_ca_system_score_gemma":0.0001150872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3354304,"about_ca_topic_score_gemma":0.6626545,"domain_scores_codex":[0.9983472,0.0001895823,0.0002225809,0.0006507972,0.0002983389,0.0002915001],"domain_scores_gemma":[0.9991128,0.00005499535,0.0003385273,0.0003834158,0.00001937063,0.00009093335],"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":[0.006378955,0.0106533,0.07192107,0.003529694,0.0006989574,0.009459735,0.350584,0.0003368628,0.007215372,0.0004912087,0.00704267,0.5316882],"study_design_scores_gemma":[0.002835213,0.007651024,0.7170205,0.0002394356,0.001349416,0.0005283718,0.2477737,0.0008365035,0.001295742,0.002663086,0.01524353,0.002563483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966234,0.00006756103,9.022055e-8,0.00007732625,0.00008048503,0.00105023,0.000007676257,0.00003229651,0.002060961],"genre_scores_gemma":[0.9965957,0.00004123065,0.00001850864,0.00002025466,0.00004608382,0.0001297489,0.00004426439,0.00002519325,0.003079045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6450995,"threshold_uncertainty_score":0.8606524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053862783602547,"score_gpt":0.2890872599690222,"score_spread":0.2785486321329967,"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."}}