{"id":"W3135749388","doi":"10.3390/w13050645","title":"Sustainable Surface Water Storage Development Pathways and Acceptable Limits for River Basins","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Water resources management and optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Structural basin; Water storage; Surface runoff; Environmental science; Hydrology (agriculture); Drainage basin; Sustainability; Surface water; Streamflow; Water resources; Water resource management; Environmental engineering; Engineering; Geology; Geography; Ecology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001034964,0.0001269352,0.0001109638,0.00003847901,0.0001219979,0.0001455355,0.00006099326,0.00004862198,0.0001925861],"category_scores_gemma":[0.000002313795,0.00008736692,0.00002340525,0.00003614977,0.00001189835,0.0002494462,0.00009145911,0.0000429595,0.00005359564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005046707,"about_ca_system_score_gemma":0.000004763943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004364483,"about_ca_topic_score_gemma":0.000008611489,"domain_scores_codex":[0.9992036,0.00001023996,0.0001237792,0.0001698566,0.00007831577,0.0004142711],"domain_scores_gemma":[0.999768,0.00000555188,0.000005518438,0.0001171227,0.00005729675,0.00004653714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006683719,0.0001335699,0.002786773,0.002207441,0.0003821519,0.0002517478,0.05456335,0.8316219,0.08395038,0.0006082927,0.01827275,0.005154796],"study_design_scores_gemma":[0.0004199258,0.00001053509,0.0003292369,0.000008253156,0.00001640297,0.000001464998,0.0003382579,0.01341556,0.5287567,0.0001084359,0.4563881,0.0002070431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821257,0.000100076,0.01448907,0.0001075008,0.0001232434,0.0002496564,0.000003506915,0.0001532133,0.002648025],"genre_scores_gemma":[0.9509166,0.00002167895,0.0070541,0.00006158037,0.00004378697,0.00002599906,0.0001925416,0.00004366349,0.04164007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8182064,"threshold_uncertainty_score":0.356272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196986247071819,"score_gpt":0.1760538391113244,"score_spread":0.1640839766406062,"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."}}