{"id":"W4377966391","doi":"10.1109/iccci56745.2023.10128391","title":"Advance IOT Based Air Pollution Detection and Control System in Vehicles","year":2023,"lang":"en","type":"article","venue":"","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Computer science; Computer security; Control (management); Buzzer; Automotive engineering; Transport engineering; Telecommunications; Engineering; Electrical engineering; Artificial intelligence","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":[0.0004142917,0.0005823403,0.0004949197,0.0009079541,0.0004390786,0.001067318,0.001188768,0.0008227998,0.00491114],"category_scores_gemma":[0.0004246742,0.0002013249,0.0003480389,0.0004071665,0.0002385915,0.001414066,0.0009166783,0.0006881527,0.002401834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807502,"about_ca_system_score_gemma":0.0004126941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760886,"about_ca_topic_score_gemma":0.001277075,"domain_scores_codex":[0.9994393,0.00005842199,0.00004141009,0.0001046048,0.0002546121,0.0001015905],"domain_scores_gemma":[0.9997613,0.00001988999,0.00001820846,0.00002936863,0.0001424226,0.00002881185],"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":[0.001748887,0.0009464482,0.01851877,0.001300766,0.0001722235,0.002299197,0.0009201881,0.03108189,0.1548771,0.03867881,0.1285309,0.6209249],"study_design_scores_gemma":[0.0002359464,0.001888263,0.01401466,0.0004002251,0.0002299527,0.001753481,0.0008010363,0.5238948,0.1307892,0.01296504,0.3127652,0.0002621423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1326848,0.006967916,0.6318042,0.002421316,0.003076638,0.001174257,0.002494537,0.03419058,0.1851857],"genre_scores_gemma":[0.9151396,0.001708375,0.04342026,0.0008826973,0.0002373487,0.0004089158,0.002200941,0.0001592232,0.03584258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00491114,"threshold_uncertainty_score":0.01642942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004566438686795615,"score_gpt":0.1744234227237907,"score_spread":0.1698569840369951,"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."}}