{"id":"W2012366661","doi":"10.1029/2000jd900620","title":"Effects of simulated climate change on the hydrology of major river basins","year":2001,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Streamflow; Surface runoff; Precipitation; Evapotranspiration; Flood myth; Hydrology (agriculture); Climate change; Water cycle; Snowmelt; Climatology; Annual cycle; Return period; Drainage basin; Geology; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000896997,0.0001107561,0.0003097243,0.00001969529,0.0001583444,0.000005931059,0.0004355791,0.00006259471,0.0004538104],"category_scores_gemma":[0.0003789684,0.00006297071,0.0001345022,0.0003715688,0.001124948,0.0001325235,0.0003809598,0.0004141754,0.0001574302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004283613,"about_ca_system_score_gemma":0.00000658202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003643413,"about_ca_topic_score_gemma":0.00004884919,"domain_scores_codex":[0.9979698,0.0004588569,0.0002974628,0.0001428149,0.0006936591,0.0004373963],"domain_scores_gemma":[0.9979954,0.00147436,0.0002036379,0.0001864709,0.00005933931,0.00008083819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01638355,0.01071086,0.73198,0.0007496117,0.002559519,0.002513919,0.01081648,0.01409335,0.1055637,0.01793154,0.02862774,0.05806974],"study_design_scores_gemma":[0.001837221,0.005272044,0.9518921,0.0001636911,0.00009953762,0.000008135035,0.0001665502,0.002873748,0.01486871,0.01749527,0.005159284,0.0001636543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943488,0.00008649717,0.00001370271,0.002487546,0.00005896885,0.0002501361,0.000001643775,0.00000376678,0.002748905],"genre_scores_gemma":[0.9989591,0.000479745,0.00005840123,0.0002062077,0.00008885128,0.000005315545,1.843673e-7,0.000008656318,0.0001935364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2199122,"threshold_uncertainty_score":0.4968905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282541617116825,"score_gpt":0.2992758379255525,"score_spread":0.27102167621387,"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."}}