{"id":"W2020748438","doi":"10.1002/2013wr014849","title":"Incorporating spatial dependence in regional frequency analysis","year":2014,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment Canada","keywords":"Environmental science; Frequency analysis; Spatial dependence; Geology; Remote sensing; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004682125,0.0003769644,0.000442393,0.002121377,0.0003252209,0.001064759,0.0006832907,0.000658223,0.001232621],"category_scores_gemma":[0.02167127,0.0003057666,0.0007006851,0.002019233,0.000842821,0.00252649,0.001449739,0.0008512426,0.0002166159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006826951,"about_ca_system_score_gemma":0.0006208097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547361,"about_ca_topic_score_gemma":0.004362098,"domain_scores_codex":[0.9980571,0.001225889,0.00007136302,0.0003013655,0.000245939,0.00009829583],"domain_scores_gemma":[0.9891195,0.007939699,0.0008538195,0.001238729,0.0007242956,0.0001239494],"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":[0.0001059695,0.00006329905,0.06707378,0.00009681942,0.0003022375,0.0003471588,0.0005281452,0.6242518,0.002649623,0.1053367,0.0009865536,0.1982578],"study_design_scores_gemma":[0.000007024094,0.00002569145,0.0111722,0.00001233156,0.00002838249,0.00007468525,0.00007110244,0.929388,0.0003505691,0.05793475,0.000910293,0.00002487549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1057166,0.000150899,0.8919511,0.000146096,0.000009805844,0.00002229933,0.0001158638,0.0001558603,0.001731349],"genre_scores_gemma":[0.9098053,0.0001144028,0.08918447,0.00004120335,0.00002536955,0.00003136804,0.0001297474,0.00005450848,0.0006135085],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004682125,"threshold_uncertainty_score":0.02476174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868908427463353,"score_gpt":0.2807735009548897,"score_spread":0.2020844166802561,"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."}}