{"id":"W1966598861","doi":"10.1177/0013916513520418","title":"Choosing Between Stairs and Escalator in Shopping Centers","year":2014,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Peking University; Concordia University","keywords":"Stairs; Climbing; Pedestrian; Stair climbing; Mathematics; Statistics; Transport engineering; Volume (thermodynamics); Engineering; Physical medicine and rehabilitation; Medicine; Structural engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041037,0.0002255477,0.0002878228,0.0006460752,0.0006882698,0.001009455,0.0003627282,0.0003547176,0.001780609],"category_scores_gemma":[0.004677292,0.0002438707,0.0002717981,0.0003550799,0.000625215,0.0004269942,0.0008880851,0.0003799175,0.0003446312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004907952,"about_ca_system_score_gemma":0.0005646158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005569278,"about_ca_topic_score_gemma":0.01526248,"domain_scores_codex":[0.9988675,0.0006912993,0.00004321519,0.0001261665,0.000117779,0.000154002],"domain_scores_gemma":[0.9975068,0.001027545,0.0005736456,0.0001515352,0.0002146736,0.0005258418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002243012,0.0009431436,0.950487,0.00008086641,0.0001270811,0.0003544486,0.00430151,0.002662327,0.01194987,0.0008610422,0.0004579714,0.02553177],"study_design_scores_gemma":[0.00004538668,0.001588341,0.9800056,0.00003893128,0.00005972581,0.0003351991,0.006549899,0.007059644,0.002527588,0.0007382131,0.001008149,0.00004318924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994959,0.00001061128,0.0001544148,0.000007994216,7.977654e-7,0.000004758583,0.000006996558,0.000003462388,0.0003150235],"genre_scores_gemma":[0.9993973,0.00001458867,0.0003936212,0.00001231661,9.411712e-7,0.000004469203,0.00002740208,0.000002064855,0.0001472145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005569278,"threshold_uncertainty_score":0.01107371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006409986482876978,"score_gpt":0.1880462223001431,"score_spread":0.1816362358172661,"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."}}