{"id":"W4391375545","doi":"10.3390/w16030450","title":"Water Whiplash in Mediterranean Regions of the World","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Climate variability and models","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Univerza v Ljubljani; Università degli Studi di Trento","keywords":"Whiplash; Mediterranean climate; Geography; Streamflow; Environmental science; Quarter (Canadian coin); Physical geography; Climate change; Climatology; Oceanography; Poison control; Geology; Cartography; Drainage basin; Archaeology","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":[0.000380996,0.0001394857,0.0001765169,0.001372728,0.0001783992,0.0004629936,0.0001703217,0.0001642725,0.001106922],"category_scores_gemma":[0.001405698,0.00007280919,0.0002716496,0.002267065,0.0001504047,0.0004397907,0.0003910312,0.0001312785,0.0001239971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004212023,"about_ca_system_score_gemma":0.0002658551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967757,"about_ca_topic_score_gemma":0.02822666,"domain_scores_codex":[0.9998127,0.00003877605,0.00002699044,0.0000519368,0.00003452104,0.00003509016],"domain_scores_gemma":[0.9992749,0.00006575716,0.0004481318,0.00005388293,0.00009277792,0.0000644829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005546493,0.0000135241,0.9877027,0.00004159709,0.00009721559,0.0001602683,0.0004644784,0.0008194419,0.0002346994,0.0001413065,0.001106803,0.009162517],"study_design_scores_gemma":[0.000003087118,0.00001225681,0.9968656,0.00002009182,0.00001102894,0.00006629102,0.0005791945,0.0007517042,0.00006505932,0.00009622363,0.001524824,0.000004691974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995362,0.0004012339,0.0001354425,0.00008033778,0.000008016173,0.000008798302,0.00251405,0.0000149133,0.001475255],"genre_scores_gemma":[0.9975426,0.0002677532,0.0001753572,0.00002564714,0.00001407009,0.00001163785,0.001773626,0.000003808383,0.0001854573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967757,"threshold_uncertainty_score":0.0391261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629976558496171,"score_gpt":0.2409983952020968,"score_spread":0.2146986296171351,"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."}}