{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016547,0.0001206465,0.0000940933,0.003019115,0.0003252783,0.0004942776,0.000142659,0.0001197883,0.001225564],"category_scores_gemma":[0.0004327559,0.00007276879,0.00009946343,0.002620711,0.0003105871,0.000259334,0.0002964886,0.00008442566,0.0001514238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465707,"about_ca_system_score_gemma":0.000209087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715284,"about_ca_topic_score_gemma":0.007630463,"domain_scores_codex":[0.9999326,0.000009511436,0.000006244281,0.00001456328,0.0000235833,0.00001349174],"domain_scores_gemma":[0.9997506,0.00004936358,0.00008042971,0.00002604232,0.00006452362,0.00002911271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002455555,0.0000382706,0.8359133,0.0001220871,0.00006912446,0.0009553308,0.0005764595,0.02002189,0.03230811,0.004746896,0.0005450154,0.104458],"study_design_scores_gemma":[0.00000273196,0.00001780303,0.9731058,0.000008505019,0.0000133098,0.0004883826,0.0002109131,0.01949234,0.003510647,0.0009987744,0.002143746,0.000007058214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929777,0.0001360081,0.00288508,0.000008313899,0.000001153885,0.00001146532,0.0005529876,0.00003232719,0.003394882],"genre_scores_gemma":[0.9957542,0.0001187489,0.002661571,0.000002432186,0.000002988272,0.000006652864,0.0006656872,0.00001189245,0.0007758932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004715284,"threshold_uncertainty_score":0.009375691,"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."}}