{"id":"W7061674962","doi":"","title":"Release: Why Do We Need an Independent Public Service?","year":2009,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public sector; Public service; Service (business); Government (linguistics); Public policy","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":[0.007753347,0.0004266727,0.0005357438,0.0007683702,0.01557636,0.01675653,0.003025764,0.01262411,0.05766582],"category_scores_gemma":[0.03917319,0.0004919206,0.0006702636,0.001357963,0.01008237,0.009824436,0.004631736,0.0151096,0.01252729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03579948,"about_ca_system_score_gemma":0.08585861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7940795,"about_ca_topic_score_gemma":0.8465257,"domain_scores_codex":[0.9861755,0.001286948,0.0003166125,0.001079619,0.006214178,0.00492717],"domain_scores_gemma":[0.9691862,0.004692805,0.001091874,0.001382315,0.01302637,0.01062044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002852131,0.00003188167,0.00175274,0.00007862859,0.00001055888,0.0001784356,0.003091909,0.00004189935,0.0002549292,0.05264375,0.9250711,0.01681556],"study_design_scores_gemma":[0.00002100777,0.00001124405,0.005294531,0.0001785446,0.00001314398,0.0001126791,0.008540533,0.0000769115,0.0002809421,0.004856336,0.980567,0.00004705744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005169247,0.001766479,0.0005707646,0.8353424,0.003853527,0.00004741447,0.0004010916,0.0001543433,0.1526947],"genre_scores_gemma":[0.1315959,0.003594649,0.0008122307,0.4206519,0.003001312,0.00006284959,0.0007226708,0.0007050702,0.4388534],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7940795,"threshold_uncertainty_score":0.4142663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00868456964343427,"score_gpt":0.167894652373924,"score_spread":0.1592100827304898,"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."}}