{"id":"W2171309848","doi":"10.1177/0013916511412589","title":"People Transitioning Across Places","year":2011,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pennsylvania State University; National Science Foundation","keywords":"Stadium; Football; Space (punctuation); Advertising; Quarter (Canadian coin); Psychology; Aggregate (composite); Social psychology; Geography; Mathematics; Computer science; Business","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":[0.0002716002,0.0001738141,0.0002519543,0.001094792,0.001500499,0.001459682,0.0003808204,0.0006266062,0.002962081],"category_scores_gemma":[0.001562689,0.0001884,0.0003884484,0.0006313195,0.0006503444,0.001774276,0.002071699,0.0005537344,0.0005137408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759196,"about_ca_system_score_gemma":0.0002291341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007961554,"about_ca_topic_score_gemma":0.01637599,"domain_scores_codex":[0.9996682,0.00007593723,0.00002604072,0.00007900231,0.00005238822,0.0000982924],"domain_scores_gemma":[0.9995034,0.00006648355,0.00009844804,0.00004430297,0.00008538082,0.000201961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003396125,0.0002116363,0.7927681,0.0001514626,0.00009336618,0.001712267,0.07928508,0.0006359814,0.004518787,0.002516922,0.001411882,0.1163549],"study_design_scores_gemma":[0.00002489898,0.0004487096,0.7326361,0.0001076136,0.00008596217,0.00185075,0.2420203,0.001403618,0.0009460516,0.003467998,0.01692707,0.00008097747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966611,0.0001075947,0.0004310918,0.0001445331,0.00001585654,0.00001093232,0.00004509739,0.00001394086,0.002569966],"genre_scores_gemma":[0.9983239,0.00008379378,0.0002805799,0.00004789552,0.000005700797,0.000007185812,0.00005452602,0.000002056074,0.001194423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007961554,"threshold_uncertainty_score":0.0158304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318982980810527,"score_gpt":0.1982950333575221,"score_spread":0.1851052035494169,"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."}}