{"id":"W6987015751","doi":"","title":"The role of hydrological model complexity and uncertainty in climate change impact assessment","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrograph; Flood myth; Climate change; Climate model; Surface runoff; Hydrological modelling; Economic shortage; Flow (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0158443,0.0007186387,0.0009303537,0.001853342,0.0006231293,0.003711687,0.0010249,0.001215107,0.0007594223],"category_scores_gemma":[0.06026311,0.0006806316,0.0009622551,0.001382404,0.001687373,0.005177603,0.002365783,0.001219409,0.00009347373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558008,"about_ca_system_score_gemma":0.001075713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351394,"about_ca_topic_score_gemma":0.005362144,"domain_scores_codex":[0.9924484,0.004459378,0.0004497571,0.0007846312,0.001523342,0.0003343526],"domain_scores_gemma":[0.9177957,0.0724079,0.004700287,0.00286749,0.00155402,0.0006746788],"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":[0.0002655197,0.000094205,0.09025013,0.0002169108,0.0005534797,0.0001696034,0.0002720038,0.8686836,0.001033306,0.008998268,0.000315018,0.02914788],"study_design_scores_gemma":[0.00003288452,0.0001749327,0.04983206,0.0001089514,0.0001732257,0.0001377468,0.0002542594,0.9201847,0.001130061,0.02643563,0.001400672,0.0001348138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906354,0.002864887,0.07991544,0.002566706,0.00007955122,0.000126255,0.0009811614,0.0002712409,0.006840761],"genre_scores_gemma":[0.9941011,0.0003624739,0.005088164,0.00006376496,0.00004974533,0.00002087217,0.0001769672,0.00003668372,0.0001002964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158443,"threshold_uncertainty_score":0.0837937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2291488664600622,"score_gpt":0.5208754454939171,"score_spread":0.2917265790338549,"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."}}