{"id":"W4400782894","doi":"10.1080/21664250.2024.2380158","title":"A critical review on the tsunami-induced scour around structures","year":2024,"lang":"en","type":"review","venue":"Coastal Engineering Journal","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Geotechnical engineering; Geography","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006107053,0.000843262,0.001459935,0.0002963926,0.0001265008,0.0004695029,0.0005502838,0.0002998076,0.0001033772],"category_scores_gemma":[0.0005804868,0.0005078643,0.0009086209,0.0004830465,0.00003340097,0.0001332494,0.00009655774,0.003562922,0.0003870603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421282,"about_ca_system_score_gemma":0.0001383129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.539777e-7,"about_ca_topic_score_gemma":0.000001231165,"domain_scores_codex":[0.9977012,0.000104478,0.0007461279,0.0003032579,0.0005018042,0.0006431813],"domain_scores_gemma":[0.9984505,0.0006590328,0.00007182587,0.0004765299,0.00005912103,0.000282993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001505567,0.00001644472,3.407182e-8,0.1856749,0.0008155393,0.001295732,0.00002983065,0.002440029,0.000008213522,0.005343248,0.01786213,0.7865124],"study_design_scores_gemma":[0.00005555444,0.00007716911,6.961384e-7,0.1699879,0.001230108,0.003315321,0.000004426362,0.002788719,0.000002824477,0.0001732278,0.8217553,0.0006087332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001103296,0.9939995,0.0008288771,0.00009763745,0.003434663,0.0004599086,0.00004209664,0.0003697884,0.000756514],"genre_scores_gemma":[0.000769574,0.9969159,0.0001041073,0.00007973032,0.001723969,0.00005925163,0.00001325437,0.0002621163,0.00007206043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8038932,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941721453992324,"score_gpt":0.303787347016325,"score_spread":0.2643701324764018,"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."}}