{"id":"W2056337255","doi":"10.1002/hyp.1100","title":"Scaling and regionalization of flood flows in British Columbia, Canada","year":2002,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Environment","keywords":"Flood myth; Return period; Scaling; Hydrology (agriculture); Drainage basin; Environmental science; Magnitude (astronomy); Surface runoff; 100-year flood; Snowmelt; Physical geography; Range (aeronautics); Climatology; Geography; Geology; Meteorology; Mathematics; Snow; Physics; Cartography; Geometry","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":[0.0003487926,0.000203407,0.0002055389,0.003687001,0.0009743622,0.001277495,0.0004376912,0.0001329789,0.002122855],"category_scores_gemma":[0.00205502,0.0001625912,0.0001981226,0.005762664,0.0005683819,0.0001917002,0.0005195037,0.0002587326,0.0001918369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01685826,"about_ca_system_score_gemma":0.01049172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919142,"about_ca_topic_score_gemma":0.9960451,"domain_scores_codex":[0.9996699,0.0000284883,0.00002239705,0.00009306446,0.000095433,0.00009067371],"domain_scores_gemma":[0.9977911,0.0002224485,0.0001674971,0.00008849891,0.001522489,0.0002079936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059143,0.00002036015,0.9388142,0.00008271291,0.000103632,0.0002445683,0.001550213,0.006051573,0.003020293,0.0007820317,0.004554665,0.04466986],"study_design_scores_gemma":[0.000001759146,0.000002511071,0.9965793,0.00001321877,0.000008892575,0.00002010508,0.000562402,0.001155201,0.00009867013,0.00004707848,0.001502928,0.00000790263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875187,0.0005330492,0.0004407166,0.0002192961,0.000006918237,0.0000232372,0.005548667,0.00006485464,0.005644544],"genre_scores_gemma":[0.9963981,0.0002053451,0.0003367146,0.00001815562,0.000001678735,0.00001052779,0.001727846,0.000009934844,0.001291689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685826,"threshold_uncertainty_score":0.1223158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979731234239748,"score_gpt":0.1797467719022188,"score_spread":0.1699494595598213,"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."}}