{"id":"W4213018498","doi":"10.1680/jenes.21.00039","title":"Performance evaluation of coronavirus closure on air quality over central, southern and northern parts of Iraq","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closure (psychology); Air quality index; Environmental science; Socioeconomics; Geography; Meteorology; Economics","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":[0.00285022,0.0001059492,0.0001796733,0.00006467723,0.000124975,0.000007419431,0.0001995206,0.00001980373,0.000419185],"category_scores_gemma":[0.00009382653,0.00009486415,0.00004501178,0.0001528773,0.0003897262,0.0002407279,0.00018471,0.0001680614,0.000001440767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460488,"about_ca_system_score_gemma":0.00003862496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007777602,"about_ca_topic_score_gemma":0.000006598914,"domain_scores_codex":[0.9977127,0.00008243098,0.0003823776,0.0001712173,0.001461998,0.0001892615],"domain_scores_gemma":[0.9992965,0.00007033203,0.0003406343,0.0001554942,0.000006550186,0.0001304884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000528055,0.0001265,0.5968062,0.0000143091,0.00000694074,9.741874e-7,0.001479289,0.3085943,0.08343267,0.000004341495,0.000003443609,0.009478265],"study_design_scores_gemma":[0.0005048138,0.0003586089,0.9717947,0.00001572493,0.00001902856,0.00001736625,0.0004113919,0.02346845,0.003101156,0.00001091409,0.0001977709,0.000100039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995574,0.0001039145,0.0000244556,0.00004071005,0.00008807815,0.00009286436,0.00003984361,0.000002953921,0.00004978523],"genre_scores_gemma":[0.9997914,0.00003552909,0.00009541251,0.00004621588,0.0000107893,0.000001662339,5.552947e-7,0.00000637826,0.00001206868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3749886,"threshold_uncertainty_score":0.4589781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099497355537791,"score_gpt":0.2856934213364872,"score_spread":0.2546984477811093,"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."}}