{"id":"W1971489233","doi":"10.1007/s10346-007-0106-z","title":"Integrating uncertainty: Canyon Creek hyperconcentrated flows of November 1989 and 1990","year":2007,"lang":"en","type":"article","venue":"Landslides","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BGC Engineering (Canada)","funders":"U.S. Forest Service","keywords":"Canyon; Hyperconcentrated flow; Geology; Hydrology (agriculture); Landslide; Aggradation; Flood myth; Erosion; Magnitude (astronomy); Sediment; Geomorphology; Sediment transport; Geotechnical engineering; Bed load; Fluvial; Geography; Structural basin; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001367963,0.0002483108,0.0004808493,0.001101199,0.0008822507,0.001378428,0.0006835864,0.001548067,0.001537901],"category_scores_gemma":[0.004557409,0.0003043288,0.0003212387,0.002035498,0.0005447558,0.001115028,0.001131744,0.0007628429,0.0002122461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002968,"about_ca_system_score_gemma":0.001446075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.263999,"about_ca_topic_score_gemma":0.5416529,"domain_scores_codex":[0.9994323,0.0001214024,0.00003235609,0.0001286945,0.0001265029,0.0001586368],"domain_scores_gemma":[0.9981405,0.0006717103,0.0003335786,0.0001174023,0.0005236464,0.0002132534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001362088,0.0003836439,0.911442,0.00004096997,0.0002719761,0.0008294298,0.00108549,0.05938567,0.0006263469,0.001982743,0.01000641,0.01258327],"study_design_scores_gemma":[0.00005179295,0.00006759077,0.9375186,0.0000262122,0.00009467223,0.00005948123,0.001496452,0.05633457,0.0004429003,0.001043236,0.00282895,0.00003555213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944474,0.0000793443,0.0002601699,0.0004882686,0.00001963124,0.00001158303,0.002410403,0.00003209176,0.002251254],"genre_scores_gemma":[0.9971072,0.00003745111,0.0002476573,0.00004642142,0.00001352112,0.000005872457,0.001991417,0.000009943735,0.0005404318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263999,"threshold_uncertainty_score":0.5249248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199420653228836,"score_gpt":0.2215435022038102,"score_spread":0.2143440815505814,"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."}}