{"id":"W4286245714","doi":"10.35971/gojhes.v5i3.13544","title":"ENVIRONMENTAL HEALTH RISK ANALYSIS (SO2, NO2, CO and TSP) IN THE BONE BOLANGO AREA ROAD SEGMENT","year":2022,"lang":"en","type":"article","venue":"Journal Health & Science Gorontalo Journal Health and Science Community","topic":"Public Health and Nutrition","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Particulates; Air pollution; Population; Environmental science; Sulfur dioxide; Air quality index; Pollutant; Hydrogen sulfide; Environmental engineering; Environmental health; Sulfur; Geography; Chemistry; Meteorology; Medicine","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":[0.0001808554,0.0002115365,0.0001352359,0.001045762,0.0003732729,0.0007053888,0.0002149595,0.0002531557,0.0008839302],"category_scores_gemma":[0.0004487575,0.0001094798,0.0003080413,0.0009407538,0.0002204182,0.0002619879,0.0004593247,0.000192912,0.000131753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009432973,"about_ca_system_score_gemma":0.0005070122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05048558,"about_ca_topic_score_gemma":0.05361596,"domain_scores_codex":[0.9997736,0.00004718736,0.00001408873,0.00004270392,0.00006706012,0.00005536997],"domain_scores_gemma":[0.9997653,0.00004076292,0.0001023656,0.00001036881,0.00004852494,0.0000326127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000650994,0.00009445883,0.9917033,0.00002756511,0.00003880485,0.0005322771,0.0005575831,0.00142897,0.001534464,0.0001151371,0.0001237737,0.003778541],"study_design_scores_gemma":[0.000002658236,0.00008127266,0.9943672,0.000009152413,0.00002085491,0.0002129361,0.001787593,0.002501253,0.0003700479,0.00009622848,0.0005439246,0.000006917906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989813,0.00004294729,0.0001169184,0.00002302427,8.150717e-7,0.00001239035,0.000218747,0.000002731991,0.0006010659],"genre_scores_gemma":[0.9989855,0.00005613235,0.000121985,0.00000541589,0.000001246567,0.00001793408,0.0002819546,0.000001141929,0.0005287679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05048558,"threshold_uncertainty_score":0.1003835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443164852516589,"score_gpt":0.3694927576274137,"score_spread":0.3250611091022478,"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."}}