{"id":"W3131936754","doi":"10.32866/001c.19046","title":"Public Transit Riders’ Perceptions and Experience of Safety: COVID-19 Lessons from Edmonton","year":2021,"lang":"en","type":"article","venue":"Findings","topic":"Traffic and Road Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Public transport; Coronavirus disease 2019 (COVID-19); Transit (satellite); Pandemic; Business; Public health; Public relations; Perception; Marketing; Transport engineering; Advertising; Psychology; Medicine; Political science; Engineering; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00160213,0.0002750894,0.0002574744,0.0005453203,0.005020849,0.002013718,0.0007799687,0.0005294099,0.003094328],"category_scores_gemma":[0.002424487,0.0002189549,0.000193835,0.00092387,0.0015058,0.001081833,0.00187565,0.001222812,0.000221133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198514,"about_ca_system_score_gemma":0.01614362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9252887,"about_ca_topic_score_gemma":0.9822829,"domain_scores_codex":[0.9991941,0.000182289,0.0000147014,0.00006210896,0.000199667,0.0003472449],"domain_scores_gemma":[0.9981256,0.0003684096,0.0001716242,0.00005016234,0.000570894,0.0007133723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002012255,0.0005343478,0.4696464,0.0001953216,0.00003024152,0.002016356,0.4547158,0.0001895728,0.0009609843,0.00154007,0.01740049,0.05256918],"study_design_scores_gemma":[0.000007985308,0.0001390032,0.4196689,0.0002103865,0.00001133179,0.0001449081,0.5581414,0.000148217,0.0001871061,0.0001287708,0.02118986,0.00002221856],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910707,0.0002628081,0.00005708656,0.001974453,0.00002134736,0.00001504159,0.0001276756,0.000003848068,0.006467037],"genre_scores_gemma":[0.9933127,0.0004822405,0.0001143616,0.0005609778,0.0000109069,0.00001440384,0.0001614641,0.000005131308,0.005337872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07471132,"threshold_uncertainty_score":0.1503026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156533808539478,"score_gpt":0.2627562530690811,"score_spread":0.2211909149836863,"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."}}