{"id":"W2007383373","doi":"10.1007/s11069-012-0455-3","title":"Modeling of coastal erosion and sediment deposition during the 2004 Indian Ocean tsunami in Lhok Nga, Sumatra, Indonesia","year":2012,"lang":"en","type":"article","venue":"Natural Hazards","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Bed load; Geology; Bay; Sediment transport; Deposition (geology); Sediment; Erosion; Debris; Geomorphology; Debris flow; Oceanography; Hydrology (agriculture); Geotechnical engineering","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":[0.0002605659,0.0001043159,0.0001324676,0.00007007972,0.0001701955,0.00001831378,0.00007295265,0.00005911115,0.00003090876],"category_scores_gemma":[0.0000115641,0.00006760649,0.00003376543,0.0001373346,0.00005572162,0.0002272243,0.00002093665,0.0002155617,0.00000512827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000684906,"about_ca_system_score_gemma":0.00001751938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004091204,"about_ca_topic_score_gemma":0.008269924,"domain_scores_codex":[0.9991608,0.00005049919,0.0001748302,0.0001175014,0.0002245825,0.0002718055],"domain_scores_gemma":[0.9997534,0.00004785811,0.00004260486,0.000082484,0.00002129535,0.00005235547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000043779,0.000012491,0.9823765,0.00002997955,0.00001233907,0.000003848726,0.001301333,0.001630516,0.0002196015,0.00001019104,0.000009218751,0.01435019],"study_design_scores_gemma":[0.0003338984,0.00003544987,0.9787498,0.00004960473,0.00000849833,0.00002326989,0.0004932454,0.01947415,0.0007133289,0.00002275084,0.000004238112,0.00009176247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913304,0.008031186,0.000005986989,0.00009305737,0.0002009667,0.0001283011,0.00002144119,0.00001420245,0.0001744059],"genre_scores_gemma":[0.9996113,0.0001645061,0.00007054646,0.00003938769,0.00007283629,5.094831e-7,0.00002405673,0.000002634897,0.000014203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01784364,"threshold_uncertainty_score":0.6184704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007651747588825642,"score_gpt":0.2085035767660583,"score_spread":0.2008518291772327,"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."}}