{"id":"W2732152972","doi":"10.1007/s10584-017-2021-1","title":"Potential impact of climate change on streamflow of major Ethiopian rivers","year":2017,"lang":"en","type":"article","venue":"Climatic Change","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Goddard Space Flight Center","keywords":"Streamflow; Climate change; Environmental science; Climatology; Geography; Water resource management; Geology; Drainage basin; Oceanography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002524607,0.0001457509,0.0002703425,0.00005095249,0.0002604962,0.00001034401,0.0003455191,0.00007067133,0.001057357],"category_scores_gemma":[0.00003155003,0.0001131885,0.0001401373,0.00004090073,0.0004411984,0.0002265784,0.0004607907,0.00007770286,0.0002426307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005143567,"about_ca_system_score_gemma":0.000001332119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009836646,"about_ca_topic_score_gemma":0.0001490348,"domain_scores_codex":[0.9990699,0.00003802828,0.0001932393,0.0002021864,0.0001894882,0.0003071817],"domain_scores_gemma":[0.9991115,0.00002305816,0.0003040657,0.0005029716,0.000006041479,0.00005237453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002858713,0.0005771256,0.9452999,0.0004648036,0.000286368,0.0000558013,0.0102806,0.0001074151,0.001441648,0.0006005238,0.0007687746,0.03983117],"study_design_scores_gemma":[0.0007481158,0.0005009025,0.996381,0.00009450568,0.00009258255,0.000001091672,0.0001200572,0.0008794929,0.0003225792,0.0006643955,0.00005067119,0.0001445797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839517,0.0000170031,0.000009314653,0.0008241897,0.0001833744,0.0004064236,0.0000606548,0.00001511668,0.01453218],"genre_scores_gemma":[0.9992253,0.0003253667,0.0001474756,0.0001233002,0.00005935591,0.00004079857,0.000007379511,0.000009881313,0.00006109857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05108113,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984400843329801,"score_gpt":0.2959799444173015,"score_spread":0.2561359359840035,"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."}}