{"id":"W1576572213","doi":"10.1002/9781444304299.ch10","title":"Analysis of Terrestrial Hyperconcentrated Flows and their Deposit","year":2002,"lang":"en","type":"other","venue":"","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hyperconcentrated flow; Geology; Debris flow; Geomorphology; Alluvial fan; Fluvial; Pleistocene; Bed load; Alluvium; Outwash plain; Sediment transport; Glacial period; Sediment; Debris; Paleontology; Structural basin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003291192,0.00009865189,0.0002539856,0.000165671,0.00002274267,0.00002059909,0.00008469488,0.0001187405,0.07928625],"category_scores_gemma":[0.000009197031,0.00005417281,0.00005294443,0.0003694413,0.00003996444,0.00003105215,0.000003785627,0.00004545229,0.00004902168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":2.902071e-7,"about_ca_system_score_gemma":0.000005140645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006705086,"about_ca_topic_score_gemma":0.01245027,"domain_scores_codex":[0.9995788,0.00002100912,0.0001308731,0.0001144003,0.00005931341,0.00009555111],"domain_scores_gemma":[0.999755,0.00004464803,0.00006575321,0.00008258095,0.000006699917,0.00004533212],"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":[0.00003355685,0.00005020699,0.7282999,0.0001203179,0.002145156,0.000005878312,0.0002800877,0.002977018,0.000005970111,0.00003571219,0.06161866,0.2044275],"study_design_scores_gemma":[0.000588656,0.0002723635,0.1916669,0.00006810918,0.001384215,0.000008610042,0.0002489378,0.2747561,0.00004828038,0.0001365516,0.5301509,0.0006702929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03185181,0.003283128,0.0001583086,0.00002572255,0.00009277364,0.00009531734,0.0002490987,0.00005206435,0.9641918],"genre_scores_gemma":[0.8990545,0.00159133,0.0005519789,0.00005844912,0.00006480056,3.910783e-7,0.0005572176,0.000007871458,0.09811343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8672027,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694381538267701,"score_gpt":0.1944135419700337,"score_spread":0.1774697265873567,"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."}}