{"id":"W2789920689","doi":"10.6028/nist.tn.1476","title":"Performance of physical structures in Hurricane Katrina and Hurricane Rita :","year":2006,"lang":"en","type":"report","venue":"","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Federal Highway Administration; National Institute of Standards and Technology; Centers for Disease Control and Prevention; Electric Power Research Institute; Federal Emergency Management Agency; U.S. Department of Homeland Security; U.S. Department of Transportation","keywords":"Hurricane katrina; Environmental science; Meteorology; Atlantic hurricane; Storm; Geography; Natural disaster","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":[],"consensus_categories":[],"category_scores_codex":[0.0008049951,0.0002307146,0.000573727,0.0002332341,0.0000428623,0.00005571212,0.0003578769,0.0001409761,0.0001823747],"category_scores_gemma":[0.0001157599,0.0001734797,0.00004809451,0.0003165175,0.0002660246,0.0001154027,0.0002107242,0.0002167904,0.000009540126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285483,"about_ca_system_score_gemma":0.0003617294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755343,"about_ca_topic_score_gemma":0.0001159148,"domain_scores_codex":[0.9976704,0.00004030588,0.0003668851,0.00043912,0.001008219,0.0004750568],"domain_scores_gemma":[0.9992464,0.00007057584,0.0001316067,0.0003041503,0.0001455137,0.0001017311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004786056,0.0001481966,0.004855332,0.002648484,0.00001067098,0.0000459739,0.0002022894,0.001686682,0.975806,0.0006507889,0.004301423,0.00959632],"study_design_scores_gemma":[0.001582261,0.002333378,0.2914395,0.001491922,0.0001064085,0.0003225294,0.0002009659,0.006470702,0.6604045,0.0009577755,0.0319586,0.00273142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646687,0.0001937207,0.000006016049,0.00001776023,0.0003021836,0.0001770001,0.00004125228,0.00004602714,0.03454733],"genre_scores_gemma":[0.9965805,0.0003083552,0.0005508589,0.000001942244,0.0002629521,0.00001524344,0.00001173416,0.00001888509,0.002249518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3154014,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654370577058128,"score_gpt":0.2996386384007299,"score_spread":0.2830949326301486,"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."}}