{"id":"W4394571400","doi":"10.1029/2023wr036217","title":"A High‐Resolution, Daily Hindcast (1990–2021) of Alaskan River Discharge and Temperature From Coupled and Optimized Physical Models","year":2024,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Hindcast; Environmental science; Meteorology; Hydrology (agriculture); Climatology; Geology; Geography; Geotechnical engineering","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":[0.000731858,0.0006174522,0.0004163301,0.0004096768,0.0005286411,0.0007825036,0.000669104,0.0009591262,0.0009796782],"category_scores_gemma":[0.001052472,0.0005186215,0.0008626234,0.0005843897,0.000373105,0.0005704983,0.0004331729,0.0008489082,0.000150711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380586,"about_ca_system_score_gemma":0.001800543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1254214,"about_ca_topic_score_gemma":0.09712446,"domain_scores_codex":[0.9998123,0.00004862163,0.00001766703,0.00006243504,0.00003363681,0.00002543946],"domain_scores_gemma":[0.9996521,0.00009302224,0.0000464743,0.00005740135,0.0001078433,0.00004306446],"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":[0.00005325172,0.00006296519,0.01001,0.00001568374,0.00005760432,0.00003662081,0.00001984998,0.9866182,0.0007023602,0.0002064167,0.000354123,0.001862823],"study_design_scores_gemma":[0.00003539534,0.0000372639,0.01059218,0.000005236409,0.00002623361,0.000007361683,0.00003017055,0.9880514,0.0005971386,0.0001748431,0.0004241822,0.0000186033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898254,0.00009674899,0.005081931,0.000168671,0.00005684164,0.00002149142,0.002307964,0.0003105573,0.002130414],"genre_scores_gemma":[0.9949886,0.00002957392,0.002742065,0.00001948937,0.00001029948,0.00001916798,0.001784048,0.00002083685,0.0003858398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254214,"threshold_uncertainty_score":0.2493827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849350796682275,"score_gpt":0.263526105696319,"score_spread":0.2450325977294962,"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."}}