{"id":"W352683167","doi":"10.5860/choice.40-2421","title":"Civil servants and their constitutions","year":2002,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Legal principles and applications","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil servants; Political science; Law; History; Politics","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":[0.006443063,0.0004248016,0.0005590991,0.001657254,0.01071637,0.01218628,0.001014603,0.004349926,0.009835088],"category_scores_gemma":[0.007997602,0.0004334061,0.0004632346,0.001864048,0.04053709,0.006920637,0.00613015,0.007171492,0.002090475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006628667,"about_ca_system_score_gemma":0.005879271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152449,"about_ca_topic_score_gemma":0.007972062,"domain_scores_codex":[0.9928769,0.003536329,0.0003561471,0.0008184924,0.001057407,0.001354686],"domain_scores_gemma":[0.9970495,0.001555989,0.0002922018,0.0005372954,0.0003589252,0.0002061807],"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":[9.784509e-7,0.000001554084,0.00002144431,0.000002520725,4.393411e-7,0.000008339532,0.0007390407,0.00001943687,0.00000602646,0.9974059,0.001102141,0.0006921087],"study_design_scores_gemma":[0.00001491602,0.00001129448,0.0002947087,0.0001135268,0.00000391473,0.00004016754,0.001655207,0.0001027916,0.00007945721,0.6071891,0.3904818,0.00001321912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01350131,0.006097212,0.004661854,0.02807843,0.0008624435,0.00006995917,0.00008818561,0.00006510081,0.9465756],"genre_scores_gemma":[0.781646,0.005909735,0.003785549,0.01468918,0.001184539,0.0003194214,0.000298438,0.0001212431,0.192046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01218628,"threshold_uncertainty_score":0.04809451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336717964290577,"score_gpt":0.3676040947423057,"score_spread":0.233932298313248,"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."}}