{"id":"W3021114849","doi":"","title":"Sheltering in buildings from large-scale outdoor releases","year":2004,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toxic gas; Harm; Environmental science; Doors; Signage; Ventilation (architecture); Accidental; Preparedness; Scale (ratio); Business; Environmental planning; Environmental engineering; Engineering; Geography; Meteorology; Political science; Advertising","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008448787,0.0002857879,0.0002660864,0.00006571675,0.0001562383,0.0004899404,0.000437774,0.0001019936,0.001667991],"category_scores_gemma":[0.00009339115,0.0002586919,0.0001261327,0.0004058026,0.0001256193,0.003499479,0.0007227015,0.0003297182,0.006246183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013943,"about_ca_system_score_gemma":0.00001602423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007403592,"about_ca_topic_score_gemma":0.00003708596,"domain_scores_codex":[0.9981176,0.00002389766,0.0003606117,0.0005688386,0.0003369213,0.0005921224],"domain_scores_gemma":[0.9993669,0.00005673379,0.00006860143,0.0002831564,0.000002729747,0.0002219286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004681078,0.0003061926,0.9920019,0.000009487355,0.00001229755,0.00008428946,0.0001774718,0.0002646098,0.001125509,0.00009975009,0.001204583,0.004667122],"study_design_scores_gemma":[0.002512804,0.0001230574,0.5128133,0.0003210664,0.00001730971,0.00000926447,0.00037905,0.00007684316,0.01328787,0.03060443,0.4387172,0.001137792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797095,0.000142841,0.0001881193,0.0009677022,0.00009254806,0.0001559593,0.001198937,0.0002337201,0.01731064],"genre_scores_gemma":[0.9957228,0.00002261231,0.002524915,0.0009016015,0.0001248388,0.00001823953,0.0001529759,0.0000538998,0.0004781632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791886,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00799231039456274,"score_gpt":0.1949835022578731,"score_spread":0.1869911918633104,"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."}}