{"id":"W6980000754","doi":"","title":"Application of experimental results to evacuation system selection and arrangement","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; Transport Canada; Canadian Association of Petroleum Producers","keywords":"Context (archaeology); Selection (genetic algorithm); Function (biology); Simple (philosophy); Series (stratigraphy); Test (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.003098027,0.0008833367,0.0004878927,0.0006084365,0.0008999705,0.0006735261,0.001156915,0.001071903,0.002910844],"category_scores_gemma":[0.01592585,0.0003846577,0.0004820753,0.0004827938,0.0009123517,0.0009069588,0.0008312925,0.0005418523,0.0002961174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000901135,"about_ca_system_score_gemma":0.0005327784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941459,"about_ca_topic_score_gemma":0.002227827,"domain_scores_codex":[0.997839,0.001185123,0.0002055332,0.0002152893,0.0003369496,0.0002180191],"domain_scores_gemma":[0.9833997,0.01080674,0.001299656,0.001936098,0.00230839,0.0002494938],"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":[0.008689033,0.01191349,0.03816188,0.002053871,0.0003300272,0.0009026397,0.001890711,0.6140258,0.2507138,0.004397253,0.00295001,0.06397153],"study_design_scores_gemma":[0.001351766,0.03828748,0.01898105,0.0001138508,0.0002878153,0.0006441999,0.001674483,0.413946,0.5165294,0.003262355,0.004641297,0.0002803026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753461,0.00009869061,0.02041154,0.0001431989,0.00005031934,0.0004170646,0.0005938244,0.0002775446,0.002661715],"genre_scores_gemma":[0.9895555,0.00005732587,0.009280688,0.00002848446,0.00000988702,0.0002385971,0.0003363915,0.0000254954,0.0004677548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003098027,"threshold_uncertainty_score":0.01638412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007033864284839251,"score_gpt":0.2419459618142763,"score_spread":0.234912097529437,"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."}}