{"id":"W2734733704","doi":"10.6028/nist.sp.1032","title":"Workshop on building occupant movement during fire emergencies, June 10-11, 2004, National Institute of Standards and Technology","year":2005,"lang":"en","type":"report","venue":"","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; National Science Foundation","keywords":"Movement (music); Aeronautics; Engineering; Architectural engineering; Forensic engineering; Geography; Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003876184,0.0003165678,0.000404769,0.0005021489,0.00008316445,0.00002347987,0.00015971,0.0004340747,0.0007433459],"category_scores_gemma":[0.0002219834,0.000316505,0.000070895,0.000402066,0.0000728306,0.0001058266,0.00008555266,0.0002508234,0.000002836263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082512,"about_ca_system_score_gemma":0.0005845453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001804652,"about_ca_topic_score_gemma":0.0008784973,"domain_scores_codex":[0.9976208,0.000005549689,0.0006233568,0.0002964113,0.001188454,0.0002654895],"domain_scores_gemma":[0.9988604,0.00001705091,0.000141289,0.000243364,0.0006720956,0.00006580737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006356715,0.0002606978,0.001014955,0.003061105,0.001324395,0.0000607351,0.0001811644,0.5929657,0.006366543,0.02129898,0.3113945,0.0620076],"study_design_scores_gemma":[0.0007109473,0.00003281345,0.0005517178,0.0009416901,0.00008008653,0.00003284272,0.0001190275,0.04176119,0.002841497,0.0003073015,0.9517868,0.000834153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5038487,0.0291755,0.02749171,0.003692332,0.01261655,0.002574414,0.002942769,0.003686214,0.4139718],"genre_scores_gemma":[0.7065113,0.0585877,0.01463735,0.000206951,0.001664793,0.0002669585,0.0008347289,0.0004393541,0.2168508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6403922,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816841179036809,"score_gpt":0.2922601250550825,"score_spread":0.2740917132647144,"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."}}