{"id":"W2562260278","doi":"","title":"Evacuation Hazards in Crowded Subway Stations","year":2016,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Transport engineering; Environmental science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004132122,0.0002149457,0.0002594371,0.0004802866,0.0001251881,0.00004991714,0.00027891,0.0001681001,0.0001233546],"category_scores_gemma":[0.0000686029,0.0002107331,0.00009200854,0.0005624465,0.00004941503,0.0006609584,0.00004385398,0.0001419877,0.0004477967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119802,"about_ca_system_score_gemma":0.0001067603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009168669,"about_ca_topic_score_gemma":0.0007015811,"domain_scores_codex":[0.9986045,0.0001207275,0.0003002812,0.0002859942,0.000312452,0.0003760738],"domain_scores_gemma":[0.9990915,0.0001468491,0.00006996554,0.0003724163,0.0001592258,0.0001600341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007388404,0.0007426524,0.0855463,0.004219236,0.001050803,0.001092608,0.0157031,0.1098224,0.08809459,0.5932902,0.03482464,0.0648746],"study_design_scores_gemma":[0.02166493,0.0003339346,0.2875142,0.003249722,0.0004209086,0.0001682342,0.02183457,0.4783789,0.008579645,0.001306106,0.1719246,0.004624302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8376042,0.000108822,0.1127061,0.000679125,0.000971119,0.0008249293,0.0002590837,0.001195032,0.04565153],"genre_scores_gemma":[0.9955786,0.00004535594,0.0005687952,0.00001533564,0.00006025805,0.000006071538,0.00005696392,0.00003545573,0.003633128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5919841,"threshold_uncertainty_score":0.8593447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004064810698479937,"score_gpt":0.1599822746236956,"score_spread":0.1559174639252157,"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."}}