{"id":"W2140837407","doi":"10.1177/0020852306070081","title":"Stretching the concept of representative bureaucracy: the case of Nunavut","year":2006,"lang":"en","type":"article","venue":"International Review of Administrative Sciences","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Nunavut","keywords":"Bureaucracy; Indigenous; Public service; Government (linguistics); Public administration; Population; Service (business); Sociology; Political science; Public relations; Economy; Politics; Law; Economics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.006684779,0.0003229524,0.0003533052,0.001005237,0.05669048,0.007156739,0.001856495,0.003306253,0.001925479],"category_scores_gemma":[0.006070786,0.000403197,0.0003785845,0.001245596,0.03490414,0.003532331,0.006513236,0.004162509,0.0001781107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04937439,"about_ca_system_score_gemma":0.0559528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8867308,"about_ca_topic_score_gemma":0.940241,"domain_scores_codex":[0.9905969,0.004985681,0.0001116974,0.0004549068,0.000888024,0.002962796],"domain_scores_gemma":[0.9969348,0.001106274,0.0002243111,0.0001798452,0.0005090574,0.00104584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002696445,0.00003502108,0.005894669,0.00005514399,0.000009195836,0.004072497,0.6282741,0.0004863176,0.0003400705,0.3494243,0.003568058,0.007813537],"study_design_scores_gemma":[0.00001843874,0.00002899643,0.007997022,0.0003184925,0.00001914647,0.0009794162,0.8297487,0.0009247474,0.0002600782,0.02609835,0.1335388,0.00006776694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7267396,0.004130436,0.006985181,0.05471693,0.0004972792,0.0001882942,0.00003160585,0.00003625077,0.2066745],"genre_scores_gemma":[0.9877728,0.0005853252,0.001049599,0.001866478,0.00002994913,0.00004064638,0.000006227804,0.00001850336,0.008630435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132692,"threshold_uncertainty_score":0.3582379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618309336931621,"score_gpt":0.4505157453405868,"score_spread":0.3943326519712706,"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."}}