{"id":"W2114413377","doi":"10.5194/isprsarchives-xl-2-221-2014","title":"3D Building Evacuation Route Modelling and Visualization","year":2014,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Hazard; Analytic hierarchy process; Process (computing); Set (abstract data type); Representation (politics); Visualization; Event (particle physics); Hierarchy; Operations research; Data mining; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001474739,0.0003932647,0.0003697101,0.000850258,0.001118823,0.0008127593,0.0009824168,0.0001029216,0.000005106933],"category_scores_gemma":[0.0004888676,0.0002706479,0.0002213,0.0007949087,0.001579139,0.0006256038,0.0005145609,0.0003610512,0.000002207078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005364863,"about_ca_system_score_gemma":0.0001067754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4453514,"about_ca_topic_score_gemma":0.08103492,"domain_scores_codex":[0.9962335,0.0002351717,0.001290176,0.0003351032,0.001474519,0.0004315586],"domain_scores_gemma":[0.9974327,0.0008158049,0.0009706239,0.0003662689,0.0002714702,0.0001430973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004923546,0.000008146436,0.0001711271,0.00004908039,0.00005804626,6.881506e-8,0.002317936,0.1058007,0.001569951,0.00004677056,0.00001622653,0.8899127],"study_design_scores_gemma":[0.0006149715,0.00007866249,0.001522604,0.0002928989,0.00004629786,0.000065584,0.0008728773,0.9819624,0.003896767,0.007367209,0.002972475,0.0003072216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02085696,0.00003326367,0.9689827,0.001334632,0.001420528,0.0004851063,0.00005339774,0.00008843798,0.00674498],"genre_scores_gemma":[0.9915541,0.0002672097,0.007247556,0.0006778077,0.0001401321,4.133882e-7,0.00004840234,0.00001655453,0.00004785035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9706971,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148998807947124,"score_gpt":0.2511385431330972,"score_spread":0.2362386623383848,"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."}}