{"id":"W7097506405","doi":"","title":"Hossain/Hunt/Tay1 STUDENT PERCEPTION OF PEDESTRIAN RISK","year":2015,"lang":"en","type":"article","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Perception; Poison control; Human factors and ergonomics; Suicide prevention; Risk perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009650454,0.0002026078,0.0002402813,0.0006942665,0.001399764,0.001779822,0.0002591496,0.0007303753,0.01423052],"category_scores_gemma":[0.004909043,0.000130009,0.0003069747,0.0002911421,0.0005205984,0.0007319751,0.0009037869,0.001059248,0.002009949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866108,"about_ca_system_score_gemma":0.001205994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109685,"about_ca_topic_score_gemma":0.01083086,"domain_scores_codex":[0.999563,0.0000853212,0.00003032928,0.00003116246,0.0001904324,0.00009963755],"domain_scores_gemma":[0.9969206,0.0003899236,0.0003824565,0.00006837569,0.001233908,0.001004791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002364321,0.00138985,0.8889972,0.0001216785,0.00004076484,0.0006798376,0.02343732,0.000158373,0.001166583,0.001046309,0.02526822,0.05745734],"study_design_scores_gemma":[0.00002841478,0.001180989,0.870396,0.0003559293,0.00006000433,0.001285634,0.08730134,0.0006112062,0.001574453,0.001447414,0.03567526,0.00008343084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763723,0.0003043579,0.0002980561,0.005932821,0.0002664595,0.00003014572,0.0001639603,0.00001413515,0.01661785],"genre_scores_gemma":[0.9854424,0.0005701939,0.0001708753,0.001235809,0.00006848558,0.00002297535,0.00009092477,0.000008845059,0.01238935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423052,"threshold_uncertainty_score":0.04760581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461222077787567,"score_gpt":0.2362838642705508,"score_spread":0.2216716434926752,"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."}}