{"id":"W2999512567","doi":"10.14796/jwmm.c469","title":"Operation of the Grand Ethiopian Renaissance Dam: Potential Risks and Mitigation Measures","year":2020,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Water resources management and optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Renaissance; Environmental science; History; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000224044,0.00008601949,0.0001180367,0.00007034491,0.00006362658,0.00007046684,0.0001383207,0.00002813538,0.000005600687],"category_scores_gemma":[0.000003756214,0.00005420708,0.00005205479,0.00006109248,0.00001448974,0.0002684057,0.00005985433,0.00010762,8.416753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206169,"about_ca_system_score_gemma":0.000001211324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002166797,"about_ca_topic_score_gemma":0.000001370987,"domain_scores_codex":[0.9992154,0.00003112849,0.0003346148,0.00007415563,0.0002485662,0.00009618077],"domain_scores_gemma":[0.9997696,0.000001870501,0.00006806914,0.00007345256,0.00005327049,0.00003376161],"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":[0.00002179937,0.000004357292,0.0001122588,0.0001329529,0.00007383148,0.000002518289,0.00113332,0.9938342,0.002933371,0.00004096547,0.0001468052,0.001563641],"study_design_scores_gemma":[0.0005170826,0.00002386341,0.0001489151,0.00007389993,0.0001094239,0.000001702288,0.000142849,0.9901055,0.008114538,0.0002836067,0.0004044743,0.00007417434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4794851,0.000192254,0.51837,0.001015423,0.000162932,0.0001567727,5.532734e-7,0.00001954523,0.0005973998],"genre_scores_gemma":[0.997581,0.0002277863,0.001966269,0.00007549496,0.0001042674,0.000001248957,0.00000242978,0.00001347518,0.00002802432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.518096,"threshold_uncertainty_score":0.22105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761331705734574,"score_gpt":0.2110284686777364,"score_spread":0.1834151516203907,"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."}}