{"id":"W2102250295","doi":"10.1111/j.1748-5991.2012.01148.x","title":"Civil society and the regulatory state of the South: A commentary","year":2012,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Civil society; CONTEST; State (computer science); Regulatory state; Shadow (psychology); Politics; Political science; Law and economics; Action (physics); Law; Sociology; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518348,0.0001052033,0.0001407855,0.000008766222,0.0002884948,0.00004340255,0.0001472086,0.00001999026,0.00003901811],"category_scores_gemma":[0.00002914638,0.00006108376,0.0001100675,0.0002132808,0.0003350426,0.000519385,0.0001865001,0.00006355061,0.000009217858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234108,"about_ca_system_score_gemma":0.000005476245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007172919,"about_ca_topic_score_gemma":0.00003952846,"domain_scores_codex":[0.9992113,0.0000154087,0.0002085118,0.0001085398,0.0002980958,0.0001581964],"domain_scores_gemma":[0.999054,0.00003890525,0.0005602503,0.0002694989,0.00007099563,0.000006323662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678877,0.00007852498,0.5593003,0.0002288846,0.0001607663,6.788115e-8,0.003489591,0.0008412783,0.0003631153,0.2895991,0.1254384,0.02033206],"study_design_scores_gemma":[0.0006618406,8.284488e-7,0.9140974,0.00004110319,0.00002624819,4.074829e-7,0.0001348744,0.002842243,0.00004650014,0.003726833,0.07834283,0.00007887046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969936,0.002206868,0.0005572446,0.02054561,0.0005607637,0.0004589662,0.00000770471,0.00005007491,0.005676724],"genre_scores_gemma":[0.9952078,0.00003652276,0.00004949459,0.003401051,0.0004163697,0.00001181018,0.000002106059,0.00001013631,0.0008646934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3547972,"threshold_uncertainty_score":0.2490923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282953606960803,"score_gpt":0.1980567894783148,"score_spread":0.1852272534087068,"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."}}