{"id":"W3032895499","doi":"10.3390/w12061599","title":"Impact of Climate Change on the Hydrological Regimes in Bavaria","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung, Wissenschaft und Forschung; Bayerisches Staatsministerium für Umwelt und Verbraucherschutz; Bayerisches Staatsministerium für Wissenschaft, Forschung und Kunst","keywords":"Pluvial; Environmental science; Climate change; Surface runoff; Climate model; Climatology; Streamflow; Physical geography; Atmospheric sciences; Geography; Geology; Drainage basin","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":[0.0004676037,0.0003531116,0.0003969449,0.0007550191,0.0004490029,0.001430531,0.0004157075,0.0004857803,0.0005618125],"category_scores_gemma":[0.0009747187,0.0001668215,0.0004921755,0.001493973,0.0004229159,0.0006150333,0.0005759963,0.0003640878,0.0001161566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014877,"about_ca_system_score_gemma":0.001047272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1552131,"about_ca_topic_score_gemma":0.1005351,"domain_scores_codex":[0.9997074,0.00008595909,0.00001632865,0.00006773369,0.00006053789,0.00006198497],"domain_scores_gemma":[0.9997689,0.0000723042,0.00004134344,0.00003548869,0.00003839494,0.00004355122],"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":[0.0005064055,0.000439724,0.4172868,0.0001257404,0.001019769,0.0004880757,0.000242594,0.5325695,0.004917249,0.002086708,0.002874276,0.03744323],"study_design_scores_gemma":[0.0001303332,0.00008956173,0.7032948,0.0000376575,0.0002213244,0.0001534159,0.0003442401,0.2854777,0.001980401,0.0009583566,0.007255841,0.00005619777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977666,0.0002712479,0.0003818302,0.0001076881,0.000007543652,0.000004145601,0.0006201069,0.00006123679,0.0007796006],"genre_scores_gemma":[0.9985338,0.0002259977,0.0002307306,0.00001859904,0.000004716453,0.000004778484,0.0008443295,0.00001035551,0.000126677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552131,"threshold_uncertainty_score":0.3086194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428562946371243,"score_gpt":0.246411750778227,"score_spread":0.2121261213145145,"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."}}