{"id":"W3083445096","doi":"10.3390/w12092499","title":"Quantifying the United Nations’ Watercourse Convention Indicators to Inform Equitable Transboundary River Sharing: Application to the Nile River Basin","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Calgary","funders":"Bahir Dar University; University of Calgary","keywords":"Convention; Riparian zone; Context (archaeology); Drainage basin; Geography; Relevance (law); Structural basin; Environmental resource management; Environmental planning; Political science; Water resource management; Environmental science; Ecology; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03194899,0.0004194153,0.0003739359,0.005480337,0.001233492,0.002711815,0.0004551872,0.0005391812,0.00146157],"category_scores_gemma":[0.0448392,0.0001611904,0.0003971953,0.004998697,0.001592771,0.002557172,0.003066643,0.0008233727,0.0001160741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355702,"about_ca_system_score_gemma":0.007122579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008252418,"about_ca_topic_score_gemma":0.0170363,"domain_scores_codex":[0.9862648,0.009851315,0.0008861934,0.0004031794,0.002076046,0.0005185545],"domain_scores_gemma":[0.9676866,0.0200898,0.004162749,0.001066607,0.006301848,0.0006923405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002014228,0.000435126,0.3585898,0.00140203,0.0001900537,0.0003066055,0.0942196,0.01220896,0.005113124,0.04222687,0.006407615,0.4786988],"study_design_scores_gemma":[0.00005048131,0.0008542689,0.5953397,0.002430561,0.000197648,0.0002697324,0.2361994,0.04819971,0.008328059,0.04339932,0.0644217,0.0003094761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204341,0.0007483745,0.04113165,0.002920518,0.00008530948,0.0007854091,0.0005510624,0.00004517601,0.03329843],"genre_scores_gemma":[0.950804,0.0003873141,0.04765307,0.00008167344,0.00001046961,0.0003313199,0.0002059261,0.000006911194,0.0005193939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03194899,"threshold_uncertainty_score":0.1689644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388822445618315,"score_gpt":0.3071535516103207,"score_spread":0.2532653271541376,"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."}}