{"id":"W2143961940","doi":"10.4314/wsa.v27i4.4968","title":"Indicators of sustainable development for catchment management in South Africa - Review of indicators from around the world","year":2001,"lang":"en","type":"article","venue":"Water SA","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bureau of Reclamation; Universiteit van die Vrystaat","keywords":"Environmental resource management; Sustainable development; Environmental planning; Recreation; Sustainability; Water resources; Ecosystem health; Water quality; Geography; Resource (disambiguation); Business; Environmental science; Ecosystem services; Ecosystem; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289843,0.0001423281,0.0002579034,0.0002697115,0.0001681933,0.00002010652,0.0004383864,0.00003995406,0.0006877303],"category_scores_gemma":[0.00001879243,0.00009352341,0.00007249028,0.0005675156,0.0002253498,0.0001099234,0.0001812381,0.00007288386,0.00002818037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004985426,"about_ca_system_score_gemma":0.00006506983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007235073,"about_ca_topic_score_gemma":0.0002825573,"domain_scores_codex":[0.9980934,0.0001352433,0.0004901678,0.0002344652,0.0005157063,0.0005309962],"domain_scores_gemma":[0.9993559,0.00004605546,0.0002170912,0.0002764749,0.00001085827,0.00009364146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003061309,0.002212562,0.3252223,0.003949685,0.001091683,0.0001026375,0.6292229,0.00007935918,0.0003015294,0.01182764,0.008042769,0.01764086],"study_design_scores_gemma":[0.0008391556,0.00005986803,0.02224031,0.0008214532,0.000109847,9.765768e-8,0.05118685,0.000001301259,0.00817248,0.0006034404,0.9156735,0.000291708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726636,0.001913975,0.000130971,0.001003939,0.00009352391,0.002344609,0.0000143209,0.00001483803,0.02182021],"genre_scores_gemma":[0.9923698,0.0008218233,0.000369943,0.000213621,0.00002238811,0.0001887348,0.00002718018,0.00001324216,0.005973264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9076307,"threshold_uncertainty_score":0.7530164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720913538805627,"score_gpt":0.3326622560636797,"score_spread":0.3154531206756234,"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."}}