{"id":"W4409112275","doi":"10.1016/j.jclepro.2025.145420","title":"The use of efficiency metrics for cross-jurisdictional assessment of household hazardous waste collection and recycling","year":2025,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hazardous waste; Waste management; Household waste; Environmental science; Business; Engineering","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":[0.002139671,0.00008144444,0.0001846604,0.0002019517,0.0002387994,0.00005974323,0.0001586144,0.00003984381,0.000006874182],"category_scores_gemma":[0.0005954694,0.00005823701,0.00009098549,0.0005939524,0.0001842789,0.000287718,0.0001105527,0.0001416318,1.256516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097257,"about_ca_system_score_gemma":0.00003013769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003803923,"about_ca_topic_score_gemma":0.00002262676,"domain_scores_codex":[0.9983763,0.00009634198,0.000710731,0.0001642425,0.0005278963,0.0001244886],"domain_scores_gemma":[0.9985891,0.0002560405,0.0007827515,0.000209926,0.0001321594,0.00003004671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001779147,0.0001537426,0.02497301,0.00004307395,0.00006164268,3.119505e-7,0.0001018286,0.9536275,0.001941426,0.0001721239,0.005080197,0.01366726],"study_design_scores_gemma":[0.003058682,0.001961188,0.4099886,0.0002811691,0.0005591003,0.00007712743,0.001471073,0.3857719,0.03924554,0.003494703,0.1536973,0.0003936517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751438,0.000107362,0.022032,0.0008443207,0.001137357,0.0003749751,0.000002893387,0.0000041136,0.0003531403],"genre_scores_gemma":[0.9933469,0.0002782129,0.00429133,0.00002063851,0.0001089615,0.000005493473,4.983876e-7,0.000007740934,0.001940208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5678556,"threshold_uncertainty_score":0.2374836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368653586314107,"score_gpt":0.3150847525991788,"score_spread":0.2713982167360377,"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."}}