{"id":"W2917792070","doi":"10.2166/wp.2019.164","title":"A critical review of the Ganges Water Sharing arrangement","year":2019,"lang":"en","type":"review","venue":"Water Policy","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"Wageningen UR","keywords":"Treaty; Upstream (networking); Business; Environmental science; Flow (mathematics); Water flow; Environmental resource management; Natural resource economics; Water resource management; Economics; Computer science; Environmental engineering; Law; Mathematics; Political science; Telecommunications","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001331352,0.0003855316,0.001323146,0.0001985617,0.0003144437,0.000162581,0.001747299,0.0001714427,0.0009619975],"category_scores_gemma":[0.00008942123,0.0001696556,0.0008535125,0.0002539332,0.0004693023,0.0001039314,0.0007291989,0.0003153927,0.001065559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170738,"about_ca_system_score_gemma":0.0001777218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925997,"about_ca_topic_score_gemma":0.0001098426,"domain_scores_codex":[0.9964874,0.0005955632,0.0007377351,0.0004935354,0.0007798768,0.0009058923],"domain_scores_gemma":[0.9986499,0.00004885679,0.0001004087,0.001006756,0.00007740956,0.000116663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002072084,0.00009709538,0.000009593224,0.571079,0.0003383741,0.000007389738,0.01482929,3.717785e-7,0.000002338996,0.01711185,0.004943851,0.3915787],"study_design_scores_gemma":[0.00005172938,0.00001166836,8.838554e-7,0.05877156,0.0006831804,0.000001762157,0.00003720662,6.108092e-8,0.00001646305,0.0003632568,0.9398196,0.0002426194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003106381,0.9490431,0.000003690158,0.01292288,0.0004494749,0.001946196,0.00002898706,0.0000539326,0.03554861],"genre_scores_gemma":[0.00004436122,0.9859946,0.00001644365,0.001417277,0.0007145045,0.0001644384,0.00002923762,0.00005892089,0.01156021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9348758,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167339628168347,"score_gpt":0.4098934323103112,"score_spread":0.2931594694934764,"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."}}