{"id":"W2169412098","doi":"10.1111/j.1748-5991.2012.01137.x","title":"Regulatory mobilization and service delivery at the edge of the regulatory state","year":2012,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Corporate governance; Service delivery framework; Politics; Private sector; Context (archaeology); Business; Mobilization; State (computer science); Community mobilization; Collective action; Sewerage; Regulatory state; Service (business); Economics; Public administration; Economic growth; Political science; Finance; Economy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00696743,0.0002311895,0.000204267,0.00161424,0.006879524,0.01181193,0.0008930788,0.002353845,0.010833],"category_scores_gemma":[0.00654765,0.0002938154,0.000365953,0.001484672,0.03383331,0.004648988,0.00735771,0.004157936,0.0007935173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009912561,"about_ca_system_score_gemma":0.008380402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008797543,"about_ca_topic_score_gemma":0.008165671,"domain_scores_codex":[0.9893847,0.00652289,0.0002409315,0.0008159271,0.001316524,0.001719078],"domain_scores_gemma":[0.9934308,0.003235272,0.001291941,0.0005277605,0.0008477743,0.0006664068],"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":[0.00001838824,0.00004078823,0.002203403,0.00003645934,0.000005580193,0.0001755084,0.01384851,0.0007614131,0.0004385787,0.9691535,0.002021509,0.01129638],"study_design_scores_gemma":[0.00004817213,0.0001715668,0.01265029,0.0006325966,0.00002779093,0.0002526146,0.07349813,0.005993361,0.002759071,0.4905877,0.4132896,0.00008906459],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2505749,0.001065791,0.03467968,0.04498237,0.0002231761,0.0001699548,0.0000640337,0.0001398455,0.6681002],"genre_scores_gemma":[0.9885711,0.0001760165,0.0007535049,0.0009650239,0.00005246351,0.00003704194,0.000009673275,0.00002413539,0.009411057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01181193,"threshold_uncertainty_score":0.07192105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009445359503614675,"score_gpt":0.2240671064928182,"score_spread":0.2146217469892035,"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."}}