{"id":"W2186651467","doi":"","title":"Impact of small scale rainfall uncertainty on urban discharge forecasts","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate variability and models","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"","keywords":"Multifractal system; Radar; Environmental science; Scale (ratio); Meteorology; Exponent; Dispersion (optics); Mathematics; Geography; Fractal; Physics; Computer science; Cartography","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":[0.003396859,0.0004693678,0.0007313741,0.0004215992,0.00050732,0.001405597,0.0005954768,0.001431986,0.002018647],"category_scores_gemma":[0.02453139,0.0005172135,0.0004937727,0.0009181906,0.0007310772,0.00183379,0.0007941225,0.0012112,0.0001736425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101082,"about_ca_system_score_gemma":0.0006977777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304531,"about_ca_topic_score_gemma":0.01040188,"domain_scores_codex":[0.9987358,0.0006042651,0.00007385702,0.0002593796,0.0001954583,0.0001312463],"domain_scores_gemma":[0.964574,0.03157778,0.001339465,0.0009203304,0.001136434,0.0004520063],"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":[0.0003972872,0.00003148427,0.007869093,0.00003313448,0.00005311833,0.00008449001,0.00002343475,0.9842266,0.0008239924,0.0007343855,0.0004640541,0.005258903],"study_design_scores_gemma":[0.00002885741,0.00004542252,0.00667848,0.000006852903,0.00001884242,0.00001037799,0.00002827735,0.9907472,0.001125808,0.001187786,0.0001108444,0.00001134297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775443,0.0004529106,0.01546804,0.001602812,0.0001519568,0.00002243778,0.001031219,0.0002593298,0.003466996],"genre_scores_gemma":[0.9990761,0.00006290058,0.0004915261,0.00003608255,0.00002889509,0.000003740121,0.0001353454,0.0000232319,0.0001421024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304531,"threshold_uncertainty_score":0.02593875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615098008274861,"score_gpt":0.2393227209991844,"score_spread":0.2131717409164358,"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."}}