{"id":"W58135770","doi":"10.26021/2305","title":"Validation of EvacuatioNZ Model for High-Rise Building Analysis","year":2007,"lang":"en","type":"article","venue":"University of Canterbury Research Repository (University of Canterbury)","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"High rise; Computer science; Environmental science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062933,0.0001493979,0.0004360741,0.001198547,0.0002752611,0.00001410313,0.0005767054,0.0001676014,0.00004075204],"category_scores_gemma":[0.00003642923,0.0002166571,0.0003067635,0.001082669,0.0003538815,0.0004921063,0.0001181479,0.0002101209,0.000001069759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033686,"about_ca_system_score_gemma":0.0001787391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280742,"about_ca_topic_score_gemma":0.0006062699,"domain_scores_codex":[0.9982993,0.00009610695,0.0002949189,0.0002787547,0.0006814969,0.0003494217],"domain_scores_gemma":[0.9978776,0.0002356824,0.000211417,0.0004100137,0.001102598,0.0001626988],"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":[0.001799596,0.0002922255,0.00897832,0.001128523,0.002724573,0.00009280145,0.008442837,0.5086594,0.4549393,0.00753861,0.00222929,0.003174577],"study_design_scores_gemma":[0.001176458,0.0001662007,0.00357389,0.0001164995,0.0005246537,0.000002540231,0.00579907,0.9498881,0.03803321,0.000185347,0.0002974403,0.0002366046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5934053,0.00006184762,0.4051155,0.00002827461,0.00005413402,0.0001916176,0.00005821501,0.00004086263,0.001044211],"genre_scores_gemma":[0.9885415,0.000121201,0.009190422,0.000001615747,0.0000169332,9.119877e-8,0.00003477525,0.00001641827,0.002077027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412287,"threshold_uncertainty_score":0.8835021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243289904599642,"score_gpt":0.2635861086193257,"score_spread":0.2392571181593615,"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."}}