{"id":"W7125948833","doi":"10.5281/zenodo.18398144","title":"Agent-Based Prediction Model from a Burning Building","year":2022,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Event (particle physics); Emergency procedure; Stairs; Emergency evacuation; Emergency response; Test (biology); Natural disaster","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003027811,0.0006444692,0.000841363,0.0004123505,0.0006832203,0.001251961,0.001280393,0.001634244,0.007055743],"category_scores_gemma":[0.001024109,0.0004653328,0.0006102514,0.0006515436,0.0005701741,0.0007067305,0.0008395567,0.0009803561,0.0006237152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008802971,"about_ca_system_score_gemma":0.001045437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05017738,"about_ca_topic_score_gemma":0.02242973,"domain_scores_codex":[0.9998643,0.00003783499,0.000007695601,0.00003581196,0.00002695038,0.00002736051],"domain_scores_gemma":[0.9996169,0.0001895883,0.00004345677,0.00001564345,0.00008909796,0.00004520896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001618609,0.000007490094,0.0002467982,0.000008614931,0.000005799311,0.00003881404,0.00001196858,0.9972766,0.00007853179,0.001456871,0.0001710538,0.0006812424],"study_design_scores_gemma":[0.000006409643,0.000005287313,0.00009289401,0.000002048649,0.000003405545,0.000004425458,0.000004892349,0.9990797,0.00002207253,0.0005940654,0.0001819148,0.000002860395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4549579,0.001524541,0.4654116,0.002545742,0.0005260379,0.00021862,0.004564989,0.001182039,0.0690685],"genre_scores_gemma":[0.9730757,0.0003650936,0.01077667,0.00006819209,0.00004454384,0.0001540792,0.0007415628,0.00003735176,0.01473683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05017738,"threshold_uncertainty_score":0.09977061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994353700930777,"score_gpt":0.2293848101551799,"score_spread":0.1994412731458721,"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."}}