{"id":"W4409480366","doi":"10.1016/j.jhydrol.2025.133307","title":"Changes in future ice-jam flood severity of a regulated cascade reservoir-river system","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Chongqing Jiaotong University; China Scholarship Council; National Natural Science Foundation of China","keywords":"Cascade; Flood myth; Hydrology (agriculture); Geology; Environmental science; Geotechnical engineering; Geography; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502311,0.00008032416,0.0003235488,0.0001231409,0.00004693592,0.000003017082,0.0001567647,0.0001029938,0.0001915023],"category_scores_gemma":[0.0000197565,0.00005759361,0.00004906853,0.0001615995,0.0001193755,0.00006180713,0.00002208339,0.0001827719,0.00001027089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001519023,"about_ca_system_score_gemma":0.00002131439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007952937,"about_ca_topic_score_gemma":0.00391121,"domain_scores_codex":[0.9991797,0.0001218172,0.000307347,0.00008857257,0.0001406011,0.0001619272],"domain_scores_gemma":[0.9995866,0.00007589513,0.0002051251,0.00008036974,0.00001505215,0.00003694437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003510371,0.00004161494,0.9866025,0.00009962781,0.0001488709,0.0001629235,0.00101555,0.004287643,0.0001321287,0.00004493802,0.001503177,0.005609985],"study_design_scores_gemma":[0.0006186208,0.0003076335,0.9890772,0.00006994224,0.00004364999,0.0001361149,0.001227411,0.003746652,0.000244825,0.0002524549,0.004213721,0.00006182439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926886,0.002684361,0.00001684472,0.002280904,0.0003572899,0.00005730686,0.000009331434,0.000003414549,0.001901938],"genre_scores_gemma":[0.9990262,0.0003843914,0.0001832579,0.0001508917,0.0001037069,2.151353e-7,0.000002390278,0.00000121096,0.0001477756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00633755,"threshold_uncertainty_score":0.2348599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007574089436292216,"score_gpt":0.2003399156562416,"score_spread":0.1927658262199494,"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."}}