{"id":"W3043799712","doi":"10.1007/s40808-020-00874-y","title":"Modeling of the PM10 pollutant health effects in a semi-arid area: a case study in Zabol, Iran","year":2020,"lang":"en","type":"article","venue":"Modeling Earth Systems and Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Arid; Pollutant; Environmental science; Geography; Hydrology (agriculture); Geology; Ecology; Biology; Geotechnical engineering","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":[0.0003416197,0.0008210631,0.00070749,0.0004439172,0.0007902556,0.0009842414,0.001500268,0.001496585,0.001290803],"category_scores_gemma":[0.000613127,0.0004084887,0.001049197,0.0006765121,0.0005178622,0.0004955478,0.0006226532,0.0006810114,0.0001018935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016391,"about_ca_system_score_gemma":0.002029617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2367231,"about_ca_topic_score_gemma":0.1438515,"domain_scores_codex":[0.9998137,0.00005744535,0.000007633149,0.0000308395,0.00002200005,0.00006830905],"domain_scores_gemma":[0.9996853,0.0001783236,0.00003134201,0.00001064546,0.00006242138,0.00003194467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006201506,0.0001407954,0.00861099,0.00004162943,0.00004935623,0.0003615427,0.00007326957,0.9872617,0.0005884496,0.0005009816,0.0003089888,0.00200027],"study_design_scores_gemma":[0.00003622586,0.00005659461,0.005305692,0.0000048272,0.00004316373,0.00004127737,0.0003655258,0.9932078,0.0003084707,0.0002638741,0.0003551586,0.00001148117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922402,0.0001479507,0.00331329,0.0002315608,0.00001759118,0.00003709898,0.0003827484,0.00005239495,0.003577201],"genre_scores_gemma":[0.9968724,0.0001076769,0.001501985,0.00001394427,0.000008107741,0.00002376042,0.0001879299,0.000009135385,0.001275152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2367231,"threshold_uncertainty_score":0.4706904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07493323439209149,"score_gpt":0.2780876543315218,"score_spread":0.2031544199394303,"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."}}