{"id":"W4385634511","doi":"10.1680/jenes.22.00086","title":"The impact of Covid-19 on air quality in Bucharest, Romania","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air quality index; Air pollution; Environmental science; Nitrogen dioxide; Particulates; Pollutant; Pollution; Environmental protection; Meteorology; Geography; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007374401,0.0002597505,0.0003019388,0.0005264021,0.0005913312,0.001266563,0.0003314707,0.0005124843,0.001213369],"category_scores_gemma":[0.001041912,0.0001582073,0.0003681182,0.0006786431,0.0005755051,0.0003530113,0.00106537,0.0003808082,0.0002123368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177383,"about_ca_system_score_gemma":0.001413712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02838465,"about_ca_topic_score_gemma":0.04138428,"domain_scores_codex":[0.999127,0.0002772958,0.00008287477,0.0001464836,0.0001720602,0.0001942635],"domain_scores_gemma":[0.9994344,0.00008902369,0.000217551,0.0000580227,0.0001412842,0.00005964742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003680909,0.0001396593,0.9427294,0.0004371037,0.0001626875,0.001512776,0.001366015,0.00291079,0.009152874,0.001112588,0.002240996,0.03786704],"study_design_scores_gemma":[0.000004750515,0.0001121901,0.9916304,0.00005788034,0.00002160379,0.0002171346,0.001303187,0.0003327364,0.0009052455,0.00004558521,0.005359166,0.00001021617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988565,0.00189717,0.0003323925,0.0004184037,0.00005785571,0.00004271125,0.001065105,0.00001810662,0.007603188],"genre_scores_gemma":[0.9975098,0.0006712927,0.0003444618,0.0001195958,0.00002203934,0.00002050855,0.0005187776,0.000007854008,0.0007856725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02838465,"threshold_uncertainty_score":0.05643886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511266058532479,"score_gpt":0.325101818972403,"score_spread":0.2999891583870782,"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."}}