{"id":"W4224296199","doi":"10.1016/j.rsase.2022.100757","title":"Effects of the COVID-19 lockdown and recovery on People's mobility and air quality in the United Arab Emirates using satellite and ground observations","year":2022,"lang":"en","type":"article","venue":"Remote Sensing Applications Society and Environment","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"American University of Sharjah; University of Sharjah","keywords":"Air quality index; Satellite; Coronavirus disease 2019 (COVID-19); Environmental science; Recreation; Geography; Government (linguistics); Environmental health; Meteorology; Medicine; Engineering; Political science; Infectious disease (medical specialty)","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":[0.001446601,0.0003717368,0.0002604113,0.0004405275,0.0006194707,0.0007131388,0.000662121,0.0008519556,0.001148613],"category_scores_gemma":[0.002578833,0.0002180428,0.0004973123,0.0007053098,0.0004244729,0.0003848658,0.00119351,0.0008435457,0.0002428873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097721,"about_ca_system_score_gemma":0.002601275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3572285,"about_ca_topic_score_gemma":0.4366577,"domain_scores_codex":[0.9991702,0.0002442024,0.00006509969,0.00008792671,0.0001966335,0.0002359094],"domain_scores_gemma":[0.9986746,0.0002760125,0.0002809782,0.000106193,0.0004485636,0.0002136555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005665837,0.00046302,0.9773278,0.00004809536,0.0001722635,0.0002313779,0.0005632605,0.002661789,0.00131006,0.0002228484,0.003762074,0.01267073],"study_design_scores_gemma":[0.00002576129,0.0001057561,0.9947464,0.00001487163,0.00003528631,0.00002510877,0.001180752,0.001637712,0.0004527327,0.00002441802,0.001742197,0.000008926508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959691,0.00006190289,0.00009286337,0.0003777502,0.00004155964,0.00001891153,0.00159078,0.00001322881,0.001833882],"genre_scores_gemma":[0.9955717,0.0001115773,0.0003639054,0.0001885434,0.00002182651,0.00004751914,0.00238749,0.000006081893,0.001301308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3572285,"threshold_uncertainty_score":0.7102984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04442747162093554,"score_gpt":0.2919370845339241,"score_spread":0.2475096129129885,"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."}}