{"id":"W4405989254","doi":"10.3390/w17010090","title":"Increasing Importance of Local Hydroclimatology During the Tundra Growing Season in the Yukon–Kuskokwim Delta","year":2025,"lang":"en","type":"article","venue":"Water","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuclear Safety and Security Commission; Office of Experimental Program to Stimulate Competitive Research; National Aeronautics and Space Administration; National Science Foundation","keywords":"Tundra; Delta; River delta; Environmental science; Growing season; Mississippi delta; Ecology; Water resource management; Biology; Arctic; 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":[0.0002371249,0.0001038951,0.0001943539,0.000554533,0.0004360756,0.0004706561,0.0002194847,0.000141485,0.0008080316],"category_scores_gemma":[0.0004342251,0.0000973058,0.0001650917,0.0009345764,0.0002858162,0.0002798361,0.0003829047,0.0001431146,0.00008503941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956129,"about_ca_system_score_gemma":0.0007568896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1252061,"about_ca_topic_score_gemma":0.3671339,"domain_scores_codex":[0.9998684,0.00002280251,0.0000127856,0.00004898063,0.00001414469,0.00003290192],"domain_scores_gemma":[0.9997063,0.00003875577,0.00008234815,0.00002949652,0.00007385761,0.00006917924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003907398,0.00001076308,0.9938631,0.00001557021,0.00004813915,0.00009472921,0.0005298522,0.0002481237,0.001403521,0.0000491738,0.0001289077,0.003569068],"study_design_scores_gemma":[4.298749e-7,0.000003187111,0.9993398,0.000002453217,0.000003667419,0.00001421754,0.0004087441,0.00007250885,0.00003687562,0.000003783767,0.0001129149,0.000001471736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993691,0.00006415149,0.00002434068,0.00001874332,0.00000130275,0.000001420707,0.0002121964,0.000002364264,0.0003064593],"genre_scores_gemma":[0.9995969,0.00003668897,0.00002705004,0.000006382497,6.35555e-7,0.000001471695,0.0002200169,0.000001185416,0.0001097803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252061,"threshold_uncertainty_score":0.2489547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412334496393293,"score_gpt":0.2275624173530771,"score_spread":0.2134390723891441,"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."}}