{"id":"W118060029","doi":"","title":"The political aspects of institutional developments in the water sector: South Africa and its international river basins","year":2005,"lang":"en","type":"dissertation","venue":"UpSpace Institutional Repository (University of Pretoria)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New Partnership for Africa's Development; National Science Council; National Intelligence Service; International Development Research Centre","keywords":"Agency (philosophy); Institution; Context (archaeology); Politics; Aquifer; Interbasin transfer; Drainage basin; Abstraction; Political science; Geography; Water resource management; Sociology; Geology; Groundwater; Social science; Environmental science; Archaeology; Cartography; Law; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000290596,0.0001564521,0.0001861172,0.0001004718,0.001212713,0.00004895416,0.0006357723,0.0002703927,0.0000435389],"category_scores_gemma":[0.0001046649,0.0001080472,0.00009364102,0.0001346446,0.0008026788,0.0004603886,0.00006736901,0.0003229134,0.000006816665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496691,"about_ca_system_score_gemma":0.001310083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007634477,"about_ca_topic_score_gemma":0.003872085,"domain_scores_codex":[0.9981105,0.0001286323,0.0002055734,0.0002527849,0.00101853,0.000284034],"domain_scores_gemma":[0.9991862,0.00008544621,0.0002072176,0.0001277948,0.0003166454,0.00007667521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000208517,0.00006545149,0.003594001,0.00004282283,0.0001217036,0.00004845687,0.0981562,0.00009129159,0.0005765401,0.8964818,0.0004248098,0.000188452],"study_design_scores_gemma":[0.001331601,0.00006943537,0.2918819,0.0004655134,0.0001485076,0.00002656677,0.08433975,0.00007089612,0.00271275,0.006443428,0.6119267,0.0005830445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7360762,0.0002285491,0.00001360076,0.001142064,0.002808905,0.000308987,0.00009934399,0.00001504627,0.2593073],"genre_scores_gemma":[0.9942334,0.00009349947,0.0001242103,0.000018126,0.0004920859,0.000001456256,0.00008156036,0.00000503023,0.004950623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8900383,"threshold_uncertainty_score":0.9327331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263848276961551,"score_gpt":0.2271994796278678,"score_spread":0.2145609968582523,"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."}}