{"id":"W2316209722","doi":"10.5751/es-05964-190125","title":"Applying the Concept of Fit to Water Governance Reforms in South Africa","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Water resources management and optimization","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Environmental resource management; Political science; Geography; Environmental planning; Business; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007614285,0.0004184666,0.0004721403,0.002272157,0.008692566,0.00932637,0.0009004952,0.004466321,0.002992196],"category_scores_gemma":[0.01335799,0.0003815266,0.0005267022,0.003018721,0.03082658,0.01243323,0.01267742,0.004598737,0.0001548685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01930546,"about_ca_system_score_gemma":0.01119297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01776802,"about_ca_topic_score_gemma":0.01442834,"domain_scores_codex":[0.9921069,0.004843135,0.000279587,0.000423255,0.0006413808,0.0017058],"domain_scores_gemma":[0.9962463,0.001894712,0.0007259781,0.0003224465,0.0002704805,0.0005400602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001681835,0.00001634243,0.0008900697,0.00005748224,0.000007289357,0.0004403566,0.0152894,0.001309025,0.0002501935,0.9758497,0.0004518033,0.005421642],"study_design_scores_gemma":[0.00007988595,0.0001633588,0.0079589,0.0006233363,0.00002600585,0.0004532127,0.06521532,0.004105061,0.0008817116,0.8072826,0.1131248,0.0000858965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.489678,0.00539777,0.04235738,0.1127028,0.0002866472,0.0005548992,0.00007822672,0.00008177164,0.3488624],"genre_scores_gemma":[0.9937005,0.0005374476,0.00175913,0.0009323065,0.00002537632,0.0001112126,0.000007172315,0.00001100371,0.00291584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930546,"threshold_uncertainty_score":0.1400716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006919535899508316,"score_gpt":0.1759764569939155,"score_spread":0.1690569210944072,"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."}}