{"id":"W4407626135","doi":"10.1016/j.cstp.2025.101396","title":"No sooner said than done: A qualitative study examining equity considerations in pandemic street reallocation initiatives","year":2025,"lang":"en","type":"article","venue":"Case Studies on Transport Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; Toronto Public Health; Simon Fraser University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Equity (law); Pandemic; Coronavirus disease 2019 (COVID-19); Business; 2019-20 coronavirus outbreak; Transport engineering; Environmental planning; Political science; Geography; Engineering; Medicine; Infectious disease (medical specialty); Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376727,0.0001702192,0.000294525,0.0003589256,0.0007234998,0.00003701007,0.0001228077,0.00005143928,0.00001782321],"category_scores_gemma":[0.0006733958,0.0001542305,0.0000443573,0.0007385194,0.0005818749,0.0003079131,0.00004734955,0.0001504718,0.0000107794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199745,"about_ca_system_score_gemma":0.0003273308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007028871,"about_ca_topic_score_gemma":0.2335263,"domain_scores_codex":[0.9980294,0.0005602755,0.0004361594,0.0003601871,0.0002848829,0.0003291255],"domain_scores_gemma":[0.9988593,0.0006338415,0.0001111532,0.0001798745,0.0001587353,0.00005709154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003332661,0.00039825,0.05323557,0.00004704525,0.0001825135,0.0003558629,0.8289661,0.00005573047,0.000009270708,0.115519,0.0001967253,0.00100063],"study_design_scores_gemma":[0.0007220539,0.000168393,0.07253316,0.0001223286,0.00005696101,8.115539e-7,0.9224834,0.000002600715,0.000006112722,0.003544723,0.0001771509,0.0001823396],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8365276,0.0001107469,0.0000299654,0.0006543113,0.0001694271,0.0007085406,0.00001349281,0.00006915828,0.1617168],"genre_scores_gemma":[0.9968544,0.0002459547,0.00002919964,0.0004182174,0.0001015507,0.0001595179,0.00000689064,0.0000065598,0.002177713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2264974,"threshold_uncertainty_score":0.9995834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494629386692638,"score_gpt":0.4841098204392613,"score_spread":0.3346468817699975,"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."}}