{"id":"W4280645100","doi":"10.1177/03611981221083606","title":"Pedestrians and the Built Environment during the COVID-19 Pandemic: Changing Relationships by the Pandemic Phases in Salt Lake County, Utah, U.S.A.","year":2022,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Utah Department of Transportation; U.S. Department of Transportation","keywords":"Pedestrian; Pandemic; Context (archaeology); Geography; Coronavirus disease 2019 (COVID-19); Built environment; Transport engineering; Poison control; Environmental health; Engineering; Civil engineering; Medicine","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":[0.0004002763,0.0001977702,0.0001689779,0.0005624917,0.0007645586,0.0007197861,0.0005853779,0.0004736583,0.001266409],"category_scores_gemma":[0.00149812,0.0002022459,0.0003038765,0.001351125,0.0004411301,0.0005574089,0.001167879,0.0005306382,0.0001910781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725464,"about_ca_system_score_gemma":0.001562518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4689295,"about_ca_topic_score_gemma":0.6584778,"domain_scores_codex":[0.9997732,0.00005357414,0.00001316575,0.00005354595,0.00004440216,0.00006216369],"domain_scores_gemma":[0.9993519,0.0001208925,0.0002096835,0.00003861717,0.000148774,0.0001301356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002552457,0.00005172639,0.9951535,0.000008200444,0.000029523,0.00003930145,0.0006538651,0.0005606935,0.00006311979,0.00006115312,0.001149879,0.002203377],"study_design_scores_gemma":[0.000003536916,0.00003013784,0.9958925,0.000009695599,0.00001653048,0.0000141871,0.001297057,0.002023416,0.00003228234,0.00005112358,0.0006245308,0.000004927173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986368,0.00004141751,0.00009795221,0.0001902431,0.000004127726,0.000005966678,0.0007103038,0.000005369746,0.0003078406],"genre_scores_gemma":[0.9979162,0.00006897453,0.0002349769,0.00007191737,0.000007891646,0.00001878028,0.001226539,0.0000026612,0.0004520271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4689295,"threshold_uncertainty_score":0.9324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1704114683500472,"score_gpt":0.4108191678070139,"score_spread":0.2404076994569667,"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."}}