{"id":"W2053051909","doi":"10.1007/s11069-011-9780-1","title":"An assessment of educational tsunami evacuation map designs in Washington and Oregon","year":2011,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Fu Foundation School of Engineering and Applied Science; University of British Columbia","keywords":"Hazard; Hazard map; Terrain; Natural hazard; Computer science; Geographic information system; Information system; Cartography; Geography; Operations research; Engineering; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001684569,0.00008401784,0.00009386251,0.0001067324,0.0000194726,0.00001233541,0.00007441264,0.00006784406,0.000105212],"category_scores_gemma":[0.00001815584,0.000079106,0.00001767111,0.0001035114,0.00001929131,0.0002318206,0.000008366233,0.0001376079,0.000001978549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000886601,"about_ca_system_score_gemma":0.00004564824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003113483,"about_ca_topic_score_gemma":0.0001427304,"domain_scores_codex":[0.9994697,0.00002732207,0.0001649333,0.00009897567,0.0001409299,0.00009811405],"domain_scores_gemma":[0.9997428,0.00003571782,0.00002859369,0.0001019444,0.00005299617,0.00003794676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007956367,0.0006661888,0.5407319,0.0006423999,0.0001331154,0.000003875902,0.01072633,0.01824869,0.09604182,0.2441294,0.001049688,0.08754702],"study_design_scores_gemma":[0.0001766721,0.00003073204,0.6031823,0.00001872051,0.000006263292,8.629414e-7,0.0001028489,0.3934867,0.001245611,0.001639632,0.00001917355,0.00009047388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960739,0.0001697923,0.001344926,0.00005220678,0.0002503717,0.00009974375,0.000004999819,0.00003516424,0.001968923],"genre_scores_gemma":[0.9926414,0.00001796734,0.00715728,0.00001680319,0.00002426229,0.000007592207,0.00006391553,0.00001188623,0.00005886884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.375238,"threshold_uncertainty_score":0.3225849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832828357827864,"score_gpt":0.3113824971752681,"score_spread":0.2930542135969895,"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."}}