{"id":"W3161855227","doi":"10.1680/jenes.20.00040","title":"Preliminary hazard assessment of air pollution levels in Nizwa, Rusayl and Sur in Oman","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Environmental health; Air pollution; Pollutant; Environmental protection; Hazard quotient; Population; Pollution; Environmental engineering; Toxicology; Health risk; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000995698,0.00007988838,0.0001692868,0.0001062381,0.00004044392,0.00001072534,0.00009532972,0.00003613245,0.00005371171],"category_scores_gemma":[0.00006517383,0.00007572463,0.00001870438,0.0002195758,0.0002343384,0.000460882,0.0001243814,0.0001789596,6.555744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721163,"about_ca_system_score_gemma":0.00004761711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003425469,"about_ca_topic_score_gemma":0.00001793561,"domain_scores_codex":[0.9989198,0.00002894883,0.0003430588,0.0001481807,0.000351656,0.000208387],"domain_scores_gemma":[0.9996203,0.00004204991,0.0001083477,0.00007910092,0.000002384138,0.0001478479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002995325,0.0003812062,0.5463009,0.00009182376,0.000005176306,0.0001149019,0.002048051,0.176,0.2613978,0.0001389672,0.00003648531,0.01345472],"study_design_scores_gemma":[0.00037328,0.000188128,0.9777265,0.0000839502,0.000002810765,0.00009589909,0.000203523,0.01865173,0.00241832,0.00003899067,0.0001433574,0.00007351794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998491,0.0002797479,0.0004214625,0.0005919646,0.00005769754,0.00004599232,0.000003991682,0.000001666334,0.0001064259],"genre_scores_gemma":[0.9954733,0.0002035416,0.004151305,0.0001356312,0.000008965129,6.221732e-7,1.817219e-7,0.000003741423,0.00002266182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4314255,"threshold_uncertainty_score":0.3087961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950121984422138,"score_gpt":0.2690979272810701,"score_spread":0.2495967074368487,"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."}}