{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006604676,0.00007406511,0.00007840646,0.00003817735,0.00002621118,0.0000195846,0.00002286561,0.00003809567,0.00002396671],"category_scores_gemma":[0.000001225379,0.00007770228,0.000009984755,0.00001707395,0.00002341352,0.0000639674,0.00001918018,0.00007015911,0.000005335801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000326769,"about_ca_system_score_gemma":6.020054e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002460732,"about_ca_topic_score_gemma":0.00000368974,"domain_scores_codex":[0.9996291,0.000008498377,0.00009869331,0.00009457131,0.00005923847,0.0001098604],"domain_scores_gemma":[0.9998684,0.00001157661,0.000008856533,0.00005806621,5.233949e-7,0.00005255617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[6.652498e-7,0.00001163727,0.9575173,0.00001141214,0.000002493808,8.234351e-7,0.0001291524,0.0003133273,0.003061817,0.00002831228,0.000008149031,0.03891494],"study_design_scores_gemma":[0.0002971463,0.00001267556,0.9904817,0.00001362403,0.00002166126,6.669743e-7,0.00006761502,0.007719033,0.0002072755,0.000008656079,0.001058172,0.0001117519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979796,0.00006607973,0.001631769,0.00004074636,0.00003168594,0.00007338323,0.000002599475,0.00003106368,0.0001431033],"genre_scores_gemma":[0.9994457,0.0000985705,0.0003509918,0.00001364825,0.00002254424,0.000008708778,0.000008095575,0.00001196112,0.0000397362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03880319,"threshold_uncertainty_score":0.3168607,"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."}}