{"id":"W1989571042","doi":"10.1007/s11069-010-9586-6","title":"Impact and analysis of geotechnical processes on earthfill dam breaching","year":2010,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Université de Limoges; Türkiye Atom Enerjisi Kurumu","keywords":"Geotechnical engineering; Erosion; Geology; Pore water pressure; Hydraulics; Landslide; Engineering; Geomorphology","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":[0.0001143073,0.0001268509,0.0002304913,0.0002110174,0.00002401648,0.00001732893,0.00009381223,0.0001077688,0.00002163343],"category_scores_gemma":[0.0001205991,0.00009823197,0.00008947998,0.0004906232,0.00002571548,0.00007501525,0.00001749075,0.0005057902,0.0000018979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001352299,"about_ca_system_score_gemma":0.00001318783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001408413,"about_ca_topic_score_gemma":0.00003017649,"domain_scores_codex":[0.9994285,0.000004957316,0.0001368488,0.0001208093,0.0001478449,0.0001610875],"domain_scores_gemma":[0.9996206,0.00007738212,0.00001654918,0.0001806489,0.00004062002,0.00006423084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009573919,0.0001233588,0.01479702,0.000501821,0.002629869,0.00002015944,0.0005464079,0.6379954,0.0923434,0.001066285,0.000911483,0.248969],"study_design_scores_gemma":[0.0002498142,0.00007746506,0.4851692,0.00002877526,0.0002586018,0.00001286816,0.000006035227,0.5074151,0.004374292,0.00002949785,0.002074708,0.0003037009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982191,0.0002542057,0.0002922977,0.00002463005,0.0001756583,0.0000400449,0.00006226788,0.0002319369,0.0006998528],"genre_scores_gemma":[0.9994418,0.00002586738,0.0004145714,0.000007424462,0.00004085035,0.000001979862,0.0000268996,0.00001574997,0.00002482953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4703722,"threshold_uncertainty_score":0.4005783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003614323856663545,"score_gpt":0.2398915553611238,"score_spread":0.2362772315044603,"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."}}