{"id":"W4225136386","doi":"10.1149/10701.18479ecst","title":"Air Quality Decrement After Lockdown in Major Cities of Rajasthan, India","year":2022,"lang":"en","type":"article","venue":"ECS Transactions","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Air quality index; Air pollution; Pollution; Pandemic; Coronavirus disease 2019 (COVID-19); Air Pollution Index; Environmental science; Geography; Socioeconomics; Toxicology; Environmental protection; Environmental health; Business; Environmental engineering; Meteorology; Medicine; Biology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008120118,0.0001249119,0.0001827995,0.00009867111,0.0001703266,0.000007450204,0.0002104295,0.00003635732,0.03864965],"category_scores_gemma":[0.0000154822,0.0001254548,0.0001128081,0.0003771441,0.0001537027,0.0001687717,0.00005461367,0.0002601529,0.00009351377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007126585,"about_ca_system_score_gemma":0.00005062708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136408,"about_ca_topic_score_gemma":0.002241309,"domain_scores_codex":[0.9982329,0.0002924037,0.0004085901,0.0002590387,0.0005107961,0.0002962648],"domain_scores_gemma":[0.9993997,0.0001006183,0.00006421484,0.000331786,0.00000483769,0.00009890598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001109324,0.004151325,0.7386788,0.0002985099,0.000147264,0.0000534422,0.04492781,0.1415385,0.0539439,0.0002014,0.001652394,0.01329735],"study_design_scores_gemma":[0.000902869,0.0001092213,0.9570854,0.000007224008,0.00002017935,0.000004041532,0.002000301,0.0001290644,0.01376529,0.0004034317,0.02531529,0.0002577071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906985,0.00003276959,0.005306675,0.001413142,0.0001448487,0.0002924495,0.0001579352,0.0000386806,0.001915055],"genre_scores_gemma":[0.9981683,0.000005397173,0.0002785293,0.0006156477,0.000006855906,0.0002048076,0.000005798212,0.00001199683,0.0007026287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184066,"threshold_uncertainty_score":0.9622291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021752999868987,"score_gpt":0.2912433080009158,"score_spread":0.2694903081319288,"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."}}