{"id":"W4403773046","doi":"10.3390/resources13110151","title":"Sustainability and Environmental Performance in Selective Collection of Residual Materials: Impact of Modulating Citizen Participation Through Policy and Incentive Implementation","year":2024,"lang":"en","type":"article","venue":"Resources","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Sustainability; Incentive; Environmental economics; Business; Data collection; Environmental planning; Consumption (sociology); Environmental resource management; Environmental impact assessment; Environmental science; Economics; Political science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003046473,0.00008723553,0.0001282987,0.00007753816,0.00005610419,0.00002136603,0.00004015673,0.00002834463,0.0001087089],"category_scores_gemma":[0.00003055429,0.00007945324,0.00001580632,0.0002687197,0.0001672202,0.0002559681,0.0001696658,0.00004273763,5.405835e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006279145,"about_ca_system_score_gemma":0.0000125535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047147,"about_ca_topic_score_gemma":0.0003140701,"domain_scores_codex":[0.9990988,0.0001240956,0.0002575627,0.0001999771,0.0001610348,0.0001585076],"domain_scores_gemma":[0.9997504,0.00005525871,0.0000930675,0.00007523708,0.000004039489,0.00002194143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001746453,0.00007676089,0.8885016,0.0002626361,0.00005366867,0.000001317634,0.04761788,0.04155283,0.01253527,0.0001468466,0.00002393049,0.009052602],"study_design_scores_gemma":[0.0002498335,0.0002642122,0.9633869,0.00003189089,0.00001516721,7.292529e-7,0.003802584,0.02046576,0.0110033,0.0006843465,0.00002280438,0.00007249501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990043,0.00006065417,0.00002321356,0.00003924941,0.00000812106,0.0003792117,0.00002134224,0.00000724324,0.0004566558],"genre_scores_gemma":[0.9997855,0.00007342459,0.0000590721,0.000003010098,0.00001455348,0.0000229275,0.000009673367,0.000007020411,0.00002482565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07488526,"threshold_uncertainty_score":0.9961179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009366611845581078,"score_gpt":0.3091556802009475,"score_spread":0.2997890683553664,"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."}}