{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002543014,0.0003408913,0.0004105281,0.0005331714,0.0004711007,0.0007044875,0.0006858795,0.0006260059,0.006115383],"category_scores_gemma":[0.0002227402,0.0001878144,0.000343496,0.0004805821,0.0001833958,0.001074876,0.000588735,0.0003296074,0.001628756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846463,"about_ca_system_score_gemma":0.0004076279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006898624,"about_ca_topic_score_gemma":0.0009934172,"domain_scores_codex":[0.9997304,0.00003823342,0.00002596571,0.00005397498,0.0001143308,0.00003713674],"domain_scores_gemma":[0.9998714,0.00001451733,0.00001512221,0.00002373969,0.00005857414,0.00001668217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001291837,0.0008093215,0.0130913,0.001313997,0.0002257393,0.002501387,0.001033007,0.03387024,0.2803964,0.03385224,0.1014482,0.5301663],"study_design_scores_gemma":[0.0003125846,0.001570417,0.01984927,0.0003011316,0.0003570778,0.002252658,0.0007155024,0.373694,0.1888716,0.01449241,0.3973325,0.000250864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1773209,0.003553491,0.6390246,0.002972635,0.001855218,0.000954751,0.002496653,0.02711158,0.1447103],"genre_scores_gemma":[0.8661422,0.001485715,0.07645649,0.001402759,0.0001963207,0.0005490792,0.001762167,0.0002348281,0.05177044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006115383,"threshold_uncertainty_score":0.02045798,"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."}}