{"id":"W4200419703","doi":"10.1061/(asce)nh.1527-6996.0000525","title":"Reviewers","year":2021,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Hohai University; Stony Brook University; Massey University; San José State University; Florida State University; Meiji University; University of California, Davis; Tongji University; Virginia Commonwealth University; Shandong University; Shahrekord University; Kingston University; Universidad de Alicante; University of North Texas; Midwestern State University; Florida International University; University of Hawai'i; North Dakota State University; Louisiana State University; Oak Ridge National Laboratory; Washington State University; University of Notre Dame; University of Ontario Institute of Technology; University of Washington; Rensselaer Polytechnic Institute; Indiana University-Purdue University Indianapolis; Brigham Young University; Purdue University; Indian Institute of Technology Guwahati; George Mason University; National Oceanic and Atmospheric Administration; University of Central Florida","keywords":"Forensic engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008963321,0.0002723488,0.0008007841,0.000038077,0.00008029737,0.00003825772,0.0003171714,0.00006773879,0.006025519],"category_scores_gemma":[0.002410755,0.0002125203,0.0004905676,0.001358336,0.00005502444,0.0002196502,0.0001374703,0.0005041668,0.03777409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646154,"about_ca_system_score_gemma":0.0002580332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003186783,"about_ca_topic_score_gemma":0.000007049592,"domain_scores_codex":[0.9974928,0.0004054981,0.0005465748,0.0004824357,0.0006635013,0.0004091822],"domain_scores_gemma":[0.998106,0.00006403591,0.0001758154,0.0008613539,0.0006388055,0.0001539711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002152666,0.0000232378,0.00002167632,0.006806051,0.00003817296,0.0001225757,0.000004430692,8.379537e-8,0.0008016389,0.0007478478,0.6096575,0.3817746],"study_design_scores_gemma":[0.0001553047,0.000007806874,0.0001957348,0.01288969,0.0001810111,0.0002658679,0.000002532915,0.00001265736,0.0004960689,0.00008285436,0.985431,0.0002794273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003126608,0.9626772,0.000002771322,0.003203782,0.0007125153,0.0004511655,0.00002868078,0.0002137664,0.03239748],"genre_scores_gemma":[0.009917925,0.9489976,0.00263895,0.01970937,0.0002950688,0.00007072768,0.0002151027,0.0001164754,0.01803884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3814952,"threshold_uncertainty_score":0.9948831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672250751977814,"score_gpt":0.3264606617072615,"score_spread":0.3097381541874833,"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."}}