{"id":"W4405857436","doi":"10.22214/ijraset.2024.66093","title":"Intelligent Waste Management Classification","year":2024,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Scalability; Sustainability; Upload; Business; Circular economy; Architecture; Computer science; Environmental economics; Waste management; Engineering; Database; World Wide Web; Economics","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":[0.0008634112,0.001132717,0.001125234,0.004174316,0.0009618102,0.002918535,0.001512656,0.001689834,0.004815259],"category_scores_gemma":[0.001883543,0.0002621963,0.001241028,0.003343331,0.0004410353,0.002267859,0.0009173454,0.0008687985,0.00274967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249332,"about_ca_system_score_gemma":0.001204267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005411089,"about_ca_topic_score_gemma":0.006294753,"domain_scores_codex":[0.9990858,0.00009153465,0.0001011476,0.0002593735,0.0002957439,0.0001665069],"domain_scores_gemma":[0.9992813,0.0001378064,0.00009422914,0.0001153727,0.0003422213,0.00002901954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002825481,0.0004017438,0.01191324,0.000246346,0.0001036142,0.0002060319,0.00008666472,0.04909397,0.01210221,0.006672779,0.02000154,0.8988892],"study_design_scores_gemma":[0.00002313006,0.000106137,0.00669907,0.0001033115,0.0001012006,0.0002347129,0.000227179,0.9260403,0.02567006,0.01492527,0.02582013,0.00004954779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1259056,0.0031729,0.8114734,0.002540899,0.00118604,0.0006914686,0.003744732,0.009045153,0.04223979],"genre_scores_gemma":[0.6399586,0.002133015,0.3256359,0.0009143343,0.0005012495,0.0003355446,0.009112189,0.0002790975,0.02113002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005411089,"threshold_uncertainty_score":0.01610863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06851874944555904,"score_gpt":0.3836638879791188,"score_spread":0.3151451385335598,"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."}}