{"id":"W2548073989","doi":"10.1142/s0578563416400179","title":"Failure Mechanisms and Local Scour at Coastal Structures Induced by Tsunami","year":2016,"lang":"en","type":"article","venue":"Coastal Engineering Journal","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministry of Education, Culture, Sports, Science and Technology; Great Britain Sasakawa Foundation; University of East London","keywords":"Dike; Breakwater; Geology; Slope failure; Failure mechanism; Submarine pipeline; Geotechnical engineering; Tsunami earthquake; Storm surge; Dam failure; Bridge scour; Tsunami wave; Submarine landslide; Landslide; Seawall; Storm; Seismology; Oceanography; Flood myth; Pier; Engineering; Geography; Civil engineering; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001592302,0.0003330468,0.0002733959,0.0001401181,0.0001214408,0.00009868396,0.0001547919,0.0001724354,0.00009798769],"category_scores_gemma":[0.00004064904,0.0002528696,0.00008278213,0.000107047,0.00003264241,0.0002959019,0.0001075609,0.0004059426,0.00002482746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007436917,"about_ca_system_score_gemma":0.00001980624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000500945,"about_ca_topic_score_gemma":0.00005251123,"domain_scores_codex":[0.9986976,0.00002021553,0.0002641166,0.0001989769,0.0002907382,0.0005283824],"domain_scores_gemma":[0.9993001,0.00008566931,0.00004236983,0.0001577407,0.00004116283,0.0003729759],"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":[0.00001990962,0.000009444334,0.00008660826,0.00008651492,0.0001175609,0.0001044027,0.0001031422,0.01447228,0.9521223,0.0007736419,0.002103,0.03000121],"study_design_scores_gemma":[0.01118466,0.001474818,0.01604804,0.001765677,0.0002261157,0.0102773,0.0004100019,0.1813944,0.7406384,0.00425676,0.02795192,0.004371807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5688238,0.0003275091,0.4297085,0.00008865846,0.0005684562,0.00008553841,0.00004519859,0.0002488195,0.0001035106],"genre_scores_gemma":[0.9975341,0.00008625692,0.001944382,0.0000193455,0.0001976074,0.000004769497,0.000005237346,0.00008759733,0.0001207278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4287102,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003562218811884948,"score_gpt":0.1724354065649434,"score_spread":0.1688731877530585,"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."}}