{"id":"W4394646981","doi":"10.1016/j.wasman.2024.04.002","title":"An investigation on the operational resilience of the Canadian electronic product stewardship program and the recycling business characteristics","year":2024,"lang":"en","type":"article","venue":"Waste Management","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stewardship (theology); Electronic waste; Business; Product (mathematics); Electronic product; Environmental economics; Waste management; Engineering; Economics; Political science","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":[0.001422587,0.0001230944,0.00008615876,0.00004971273,0.0004200085,0.00029069,0.0004696838,0.00002307302,0.00002741891],"category_scores_gemma":[0.00004032011,0.0000596468,0.0000289754,0.000498859,0.0004353329,0.0001262799,0.0001689829,0.0001726273,0.00001365683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551268,"about_ca_system_score_gemma":0.00003076141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288136,"about_ca_topic_score_gemma":0.006553951,"domain_scores_codex":[0.9986752,0.0001856602,0.0002067424,0.0003172522,0.0003800697,0.0002351049],"domain_scores_gemma":[0.9993529,0.00004987187,0.00006235167,0.0004807131,0.0000134151,0.00004070711],"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":[0.00009385996,0.0001543563,0.01785252,0.0003883586,0.0001711901,0.00001173815,0.002804922,0.01498205,0.000802073,0.4547487,0.008358737,0.4996314],"study_design_scores_gemma":[0.0009511719,0.0005371447,0.539308,0.001426242,0.0004512563,0.00001458149,0.00266699,0.2524654,0.004979854,0.03501277,0.1610985,0.001088158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594561,0.00008789435,0.0002159716,0.02400748,0.0002802892,0.002758893,0.000005902376,0.0001177702,0.01306973],"genre_scores_gemma":[0.9976744,0.00009305665,0.0002536347,0.0005951758,0.00006134541,0.0001823073,0.000007949965,0.00001236892,0.001119727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5214554,"threshold_uncertainty_score":0.6482409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171129235322117,"score_gpt":0.2311048714028419,"score_spread":0.2193935790496207,"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."}}