{"id":"W4399275214","doi":"10.1007/s10163-024-01983-x","title":"Investigating the formal and informal cycle of waste management in Kerman using the CLD model","year":2024,"lang":"en","type":"article","venue":"Journal of Material Cycles and Waste Management","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Toronto Metropolitan University","funders":"","keywords":"Waste management; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313341,0.0001868615,0.0002192744,0.0001279218,0.0001814594,0.000237593,0.0003856478,0.00003306551,0.00003427934],"category_scores_gemma":[0.000003277842,0.0001100062,0.00006311702,0.0002011009,0.0002249943,0.0005528314,0.001616501,0.0001594373,0.000002126806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006998524,"about_ca_system_score_gemma":0.000004305235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340286,"about_ca_topic_score_gemma":0.00003825844,"domain_scores_codex":[0.9982674,0.00006996538,0.0006890988,0.0001701294,0.0004740989,0.0003293283],"domain_scores_gemma":[0.9994169,0.00002413926,0.0002596134,0.0002214727,0.000006685511,0.00007116606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000099966,0.00004989,0.0006436823,0.0007240351,0.0002187637,0.00007078853,0.003411685,0.9361489,0.0006644062,0.008886331,0.0003870308,0.04869446],"study_design_scores_gemma":[0.0007927688,0.0001185521,0.004932269,0.0005111799,0.0002427594,0.00004825375,0.01234004,0.9759711,0.0004452166,0.002469918,0.001893039,0.0002349293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929781,0.0001494279,0.000675599,0.0004907363,0.0002461225,0.0004028571,0.000004465458,0.000006347004,0.005046333],"genre_scores_gemma":[0.9972991,0.0003975746,0.001864479,0.0001854913,0.00008478446,0.000007382883,8.235154e-7,0.00001688586,0.0001435264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04845953,"threshold_uncertainty_score":0.4485922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691397666268396,"score_gpt":0.2464440098405237,"score_spread":0.2295300331778398,"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."}}