{"id":"W4411981576","doi":"10.1016/j.jhydrol.2025.133806","title":"A comprehensive review of recent progress on the drought-flood abrupt alternation","year":2025,"lang":"en","type":"review","venue":"Journal of Hydrology","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Flood myth; Alternation (linguistics); Climatology; Environmental science; Geology; Geography","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":[0.0009266788,0.0009771925,0.001668134,0.003352959,0.0002360197,0.001177712,0.0009554524,0.001001994,0.004117695],"category_scores_gemma":[0.00180359,0.0003324163,0.0007829932,0.00461847,0.0003591084,0.001453354,0.0008087199,0.001220061,0.001277592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054082,"about_ca_system_score_gemma":0.001849034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874602,"about_ca_topic_score_gemma":0.0036486,"domain_scores_codex":[0.9997471,0.00004073886,0.00005667926,0.00006065049,0.00007240786,0.00002232227],"domain_scores_gemma":[0.9991327,0.0004823752,0.0001546281,0.00001587561,0.0001640992,0.00005033382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001120011,0.00006236565,0.0003260239,0.0454293,0.0001974946,0.0001187438,0.00006588269,0.0003380016,0.001080041,0.002030392,0.03535188,0.914888],"study_design_scores_gemma":[0.00004215127,0.0001906754,0.003323723,0.01866272,0.000733659,0.0009428398,0.0001272262,0.0001755777,0.0005014769,0.002718982,0.9725125,0.00006850615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006813916,0.9992292,0.0000912147,0.0001470578,0.0001440834,0.000004287333,0.00004562826,0.00000581107,0.000264615],"genre_scores_gemma":[0.000370673,0.9990066,0.0001787916,0.0001214075,0.0001565542,0.000004746918,0.00004448352,0.00000110828,0.0001156494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004117695,"threshold_uncertainty_score":0.01377505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491812755957692,"score_gpt":0.3408659792002555,"score_spread":0.3059478516406786,"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."}}