{"id":"W4247710669","doi":"10.4324/9781315628110-15","title":"Remediating Democracy","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Political science; Environmental science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003140711,0.0005282706,0.0003230895,0.001048198,0.005928708,0.005488335,0.001202549,0.002382877,0.0156673],"category_scores_gemma":[0.005176849,0.0001606352,0.000428347,0.0008185616,0.01990003,0.007038876,0.008079682,0.003974914,0.00254624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005983023,"about_ca_system_score_gemma":0.006110612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004546498,"about_ca_topic_score_gemma":0.009257503,"domain_scores_codex":[0.9968437,0.001523321,0.00008040001,0.0003858321,0.0006759679,0.0004908124],"domain_scores_gemma":[0.9987164,0.0005123983,0.0001236496,0.0003060718,0.0001827225,0.000158767],"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":[0.000003276223,0.00001280088,0.0001513428,0.00005835764,0.000003027685,0.00005436522,0.004515954,0.0001478412,0.0001306291,0.9594336,0.01214891,0.02333994],"study_design_scores_gemma":[0.000005696711,0.0000165365,0.000226062,0.0002469426,0.000004720127,0.00009907172,0.00376262,0.0001624681,0.0005053961,0.2892802,0.7056825,0.000007830131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009440794,0.01006344,0.02413493,0.05298443,0.002668779,0.0001057374,0.00006985944,0.0003763572,0.9001557],"genre_scores_gemma":[0.6541084,0.01382615,0.0144008,0.01654758,0.001596481,0.0002941669,0.0001372506,0.0005580505,0.2985311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0156673,"threshold_uncertainty_score":0.05241233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605281620111923,"score_gpt":0.2880593663147387,"score_spread":0.2620065501136195,"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."}}