{"id":"W3174139800","doi":"10.5194/egusphere-egu21-9452","title":"Comparing impact of ERA5 vs ERAInterim on hydrology using the eWaterCycle Open Hydrological Platform","year":2021,"lang":"en","type":"article","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Interim; Hydrological modelling; Hydrology (agriculture); Water cycle; Code (set theory); Work (physics); Water model; Environmental science; Programming language; Chemistry; Geology; Engineering; Ecology","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":[0.003813108,0.0007827179,0.0007570112,0.000656012,0.0004664655,0.001716279,0.002260206,0.001180061,0.009545179],"category_scores_gemma":[0.007788219,0.0004849485,0.001609441,0.0008204948,0.0006330772,0.003825972,0.001519072,0.001987797,0.002107634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008336758,"about_ca_system_score_gemma":0.001605505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541598,"about_ca_topic_score_gemma":0.02300993,"domain_scores_codex":[0.9990935,0.0002976629,0.00005294034,0.0002484928,0.000190771,0.0001166409],"domain_scores_gemma":[0.9966149,0.001818394,0.0001612278,0.0006278677,0.0004804017,0.0002971573],"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":[0.003057109,0.00130353,0.05880592,0.001126442,0.001605789,0.0004634587,0.0005738568,0.7207488,0.01074668,0.01610594,0.114539,0.07092343],"study_design_scores_gemma":[0.0008648618,0.0005132865,0.02468578,0.00009390605,0.0002751516,0.00005979127,0.0003407758,0.9211629,0.01038192,0.004837208,0.03658301,0.0002013722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8099837,0.0009640122,0.03808965,0.004577957,0.001725295,0.0002404532,0.04037056,0.05772553,0.04632285],"genre_scores_gemma":[0.9181974,0.0003061282,0.03780105,0.001210276,0.000208314,0.0002067126,0.02568546,0.01143949,0.004945222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541598,"threshold_uncertainty_score":0.0505361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968328504106651,"score_gpt":0.3148867886083626,"score_spread":0.245203503567296,"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."}}