{"id":"W2018495268","doi":"10.1111/j.1754-7121.2009.00068.x","title":"Professionalism and Public Service: Essays in Honour of Kenneth Kernaghan <i>Edited by</i> DAVID SIEGEL <i>and</i> KEN RASMUSSEN","year":2009,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Honour; Citation; Public service; Service (business); Sociology; Library science; Political science; Law; Computer science; Economics","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":[0.0006293294,0.0001048255,0.0001670188,0.0001540485,0.000386195,0.0001100589,0.0001576619,0.0001743394,0.0001660971],"category_scores_gemma":[0.0001798404,0.0001123223,0.00002031082,0.0002265837,0.000179169,0.0004997242,0.00000976694,0.0001521805,0.000008168949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906042,"about_ca_system_score_gemma":0.00187382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01666117,"about_ca_topic_score_gemma":0.5073675,"domain_scores_codex":[0.9987791,0.0001378021,0.0002615117,0.0002275428,0.0001314143,0.0004626173],"domain_scores_gemma":[0.9988993,0.00005777181,0.0000860037,0.00009710299,0.0000770929,0.0007827139],"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":[0.00002876461,0.0002581157,0.01970977,0.00006954947,0.00002490695,0.0000338245,0.007360574,1.697997e-7,0.0003618469,0.8710412,0.06169127,0.03942004],"study_design_scores_gemma":[0.000548491,0.00008856958,0.01766535,0.00003007714,0.000007363501,0.000007566519,0.002189972,0.0001134235,0.0000207445,0.01247463,0.9665917,0.0002621338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563346,0.0003658872,0.000008532206,0.2100967,0.0001895917,0.0002227699,0.0001075713,0.00002496633,0.03264943],"genre_scores_gemma":[0.9949504,0.00007557091,0.0000284477,0.003182019,0.0001215674,0.000008894493,0.000106239,0.000005362373,0.001521504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9049004,"threshold_uncertainty_score":0.989887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796941020574475,"score_gpt":0.2762213935824158,"score_spread":0.2482519833766711,"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."}}