{"id":"W4390575998","doi":"10.1002/esp.5751","title":"Major fluvial erosion and a 500‐Mt sediment pulse triggered by lava‐dam failure, Río Coca, Ecuador","year":2024,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Agricultural Research Service; Canada Excellence Research Chairs, Government of Canada","keywords":"Tributary; Geology; Erosion; Hydrology (agriculture); Sediment; Lava; Fluvial; Waterfall; Sediment transport; Watershed; Siltation; Geomorphology; Volcano; Structural basin; Geography; Geotechnical engineering; Archaeology; Geochemistry","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":[],"category_scores_codex":[0.0002333576,0.000239439,0.0002313085,0.00002513273,0.0002554792,0.0002592489,0.0001011247,0.0001537279,0.001113765],"category_scores_gemma":[0.00001551724,0.0001399568,0.0000404915,0.000261177,0.0001287745,0.0003935001,0.0001442002,0.0002278329,0.0001659014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001851126,"about_ca_system_score_gemma":0.00003138628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004273119,"about_ca_topic_score_gemma":0.0003490355,"domain_scores_codex":[0.998609,0.0000162952,0.0002303433,0.0004632227,0.0003052143,0.000375906],"domain_scores_gemma":[0.9995566,0.00004890304,0.00004627031,0.0001242988,0.00001214673,0.0002117824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002422405,0.001453605,0.3721422,0.007620963,0.001080507,0.0007526413,0.01952973,0.002096585,0.1524642,0.0002113899,0.1926649,0.2475609],"study_design_scores_gemma":[0.008404657,0.002369837,0.03937151,0.001361226,0.0005437204,0.0004362677,0.001956483,0.02059408,0.08781165,0.002053256,0.8321246,0.002972729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902528,0.007308614,0.0001003639,0.0006864471,0.0001512131,0.0003010196,0.00007637147,0.0001101384,0.00101305],"genre_scores_gemma":[0.992049,0.002233395,0.0003055914,0.0001335155,0.00004789637,0.00001099535,0.00004635088,0.00002536316,0.005147906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394597,"threshold_uncertainty_score":0.9997994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004003782150211382,"score_gpt":0.2006260087500649,"score_spread":0.1966222265998536,"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."}}