{"id":"W2155312737","doi":"10.1093/jpepsy/jsv019","title":"Using a Virtual Environment to Study Pedestrian Behaviors: How Does Time Pressure Affect Children's and Adults' Street Crossing Behaviors?","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Psychology","topic":"Traffic and Road Safety","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Pedestrian; Affect (linguistics); Psychology; Pedestrian crossing; Poison control; Simulation; Transport engineering; Computer science; Engineering; Medicine; Communication; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004665319,0.0002581406,0.000412213,0.0002911032,0.0001012637,0.00008089023,0.0002327689,0.0001754467,0.00002862505],"category_scores_gemma":[0.00002826479,0.0001987951,0.00009043909,0.0001632271,0.00005529913,0.0002031911,0.00006199162,0.0004173494,0.000007947915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005584544,"about_ca_system_score_gemma":0.00004095555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000162884,"about_ca_topic_score_gemma":0.000008482129,"domain_scores_codex":[0.9985206,0.0001285131,0.0004337256,0.0002575646,0.0003247068,0.000334949],"domain_scores_gemma":[0.9991047,0.00003832507,0.0001974839,0.0002264439,0.00004147562,0.0003915564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003511685,0.001127829,0.9588335,0.00001617874,0.0002460899,0.0002605368,0.004714259,0.01444519,0.0006063787,7.129219e-7,0.00304053,0.01635762],"study_design_scores_gemma":[0.004462821,0.002281253,0.9903041,0.00001540457,0.0009079301,0.0003412147,0.0009005165,0.0001883525,0.00002511485,0.000003914415,0.0002013141,0.0003680323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964779,0.0008777484,0.001307215,0.00007140521,0.0008264278,0.0003461764,0.00003473405,0.000049313,0.000009052361],"genre_scores_gemma":[0.9969959,0.00008582855,0.001552259,0.0000161476,0.001282804,0.00000348591,0.000002319442,0.00004202121,0.00001919426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03147062,"threshold_uncertainty_score":0.810663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608906332357389,"score_gpt":0.2785877052288681,"score_spread":0.2624986419052942,"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."}}