{"id":"W1507020326","doi":"10.1002/0470858249.ch15","title":"The Use of Coupled Meteorological and Hydrological Models for Flash Flood Simulation","year":2005,"lang":"en","type":"other","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Ouranos; McGill University","funders":"","keywords":"Flash flood; Environmental science; Meteorology; Flood myth; Flash (photography); Climatology; Computer science; Geography; Geology; Physics","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":[0.0005712277,0.0004266656,0.0003311952,0.0003185084,0.0003320597,0.0007389262,0.0007231188,0.0003139087,0.004014562],"category_scores_gemma":[0.001822444,0.0003118249,0.0004450917,0.000435061,0.000154357,0.00105211,0.0009545638,0.0004425653,0.0005898839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006020694,"about_ca_system_score_gemma":0.0008552594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02466631,"about_ca_topic_score_gemma":0.02701117,"domain_scores_codex":[0.9998332,0.00006393831,0.00001079733,0.00002672171,0.00005145792,0.00001370268],"domain_scores_gemma":[0.9996243,0.0001246099,0.00002126383,0.0001087982,0.00009078864,0.00003028452],"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":[0.0002607678,0.0001923963,0.006560448,0.00009108305,0.000207535,0.0001762039,0.00009025796,0.8293445,0.005188638,0.01968702,0.01532955,0.1228716],"study_design_scores_gemma":[0.00006216451,0.00001810504,0.0006439254,0.000008511093,0.00002959209,0.00001350087,0.000006748637,0.9889823,0.001307696,0.003596038,0.00532286,0.000008543785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3011112,0.001280902,0.527629,0.001261348,0.0006111266,0.0003528548,0.006282235,0.01309124,0.1483802],"genre_scores_gemma":[0.859151,0.0006873944,0.1179979,0.0001791989,0.00008744249,0.0001422694,0.003691928,0.0008530614,0.01720971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02466631,"threshold_uncertainty_score":0.04904544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08580749005106973,"score_gpt":0.2601590173297428,"score_spread":0.174351527278673,"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."}}