{"id":"W4413204401","doi":"10.1109/icetea64585.2025.11099953","title":"IoT and Smart Sensor Based Waste Management System for Smart Cities","year":2025,"lang":"en","type":"article","venue":"","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Internet of Things; Smart city; Computer science; Wireless sensor network; Intelligent sensor; Computer security; Embedded system; Computer network","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":[0.0001901236,0.00008823161,0.0001097367,0.00009734092,0.00009011269,0.0002197669,0.0003011609,0.00002487574,0.00000439059],"category_scores_gemma":[0.000004166778,0.00007173102,0.00004775537,0.00007615511,0.0000169154,0.00006892886,0.0001940143,0.00003021736,0.000007211645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000289618,"about_ca_system_score_gemma":0.00001141323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004349568,"about_ca_topic_score_gemma":0.00000523791,"domain_scores_codex":[0.9993511,0.00001415624,0.0001335049,0.0002388411,0.0000938991,0.000168535],"domain_scores_gemma":[0.9996094,0.00005323253,0.0000275263,0.0002402582,0.00003977587,0.00002985161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001562263,0.00002091332,0.0002330107,0.0008255883,0.0000614567,0.00001168015,0.0001182939,0.0000565224,0.0001230985,0.9620138,0.02625706,0.01026296],"study_design_scores_gemma":[0.001435709,0.0001451587,0.0004722777,0.0005876956,0.00003818491,0.000006550614,0.001391852,0.7921873,0.02250353,0.002112668,0.1787705,0.000348646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0109884,0.00004048448,0.9094191,0.003343459,0.0008572413,0.0003175384,0.000002184575,0.0001913599,0.0748402],"genre_scores_gemma":[0.7308185,0.000001860201,0.1702507,0.003323047,0.00004220021,0.00005607572,0.000001186555,0.000006849746,0.09549962],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9599011,"threshold_uncertainty_score":0.2925106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009087018376052816,"score_gpt":0.2173464713352998,"score_spread":0.208259452959247,"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."}}