{"id":"W4402576673","doi":"10.1016/j.aap.2024.107789","title":"Distracted Walking: Does it impact pedestrian-vehicle interaction behavior?","year":2024,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Pedestrian; Poison control; Human factors and ergonomics; Injury prevention; Engineering; Transport engineering; Occupational safety and health; Physical medicine and rehabilitation; Simulation; Computer science; Aeronautics; Medical emergency; Medicine","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":[0.0007517238,0.0003499867,0.000437239,0.0004433744,0.0003601906,0.0007538997,0.0003949079,0.0005779135,0.001280326],"category_scores_gemma":[0.005429502,0.000227449,0.0003930119,0.000304801,0.0003794451,0.000463908,0.0005948977,0.0005409592,0.0002654696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304671,"about_ca_system_score_gemma":0.000661011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855342,"about_ca_topic_score_gemma":0.04009688,"domain_scores_codex":[0.9994453,0.0001539743,0.00003794732,0.0001017202,0.0001316593,0.0001293758],"domain_scores_gemma":[0.9975355,0.000872603,0.0005505696,0.000113303,0.0004934253,0.0004346679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007448877,0.0003914139,0.9647267,0.0001480772,0.0002930269,0.0006289848,0.001092949,0.002861141,0.003291384,0.0001438642,0.0004338248,0.02524374],"study_design_scores_gemma":[0.0000115395,0.0005778549,0.9824265,0.00005623481,0.0001563719,0.0005455081,0.002452221,0.01189393,0.0008829223,0.0003016796,0.0006732143,0.0000220226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981705,0.0003216564,0.0007619479,0.00009728157,0.00001360506,0.00001350901,0.0001141974,0.000009911664,0.0004973931],"genre_scores_gemma":[0.9992736,0.00009852448,0.0002827407,0.00002833311,0.000002633902,0.000006466587,0.0001270517,0.000002293031,0.0001784538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01855342,"threshold_uncertainty_score":0.03689086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263235676440446,"score_gpt":0.3267602227984422,"score_spread":0.3141278660340378,"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."}}