{"id":"W2255091229","doi":"","title":"Core Competencies for Canada’s Regulatory Community","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Institute on Governance","funders":"","keywords":"Core competency; Government (linguistics); Core (optical fiber); Regulatory reform; Government regulation; Political science; Business; Public relations; Public administration; Engineering; Marketing; Telecommunications; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009702393,0.0001233269,0.0001510445,0.00006732238,0.00118072,0.0001062768,0.0003257812,0.0000348037,0.00003733639],"category_scores_gemma":[0.00009991671,0.0001070888,0.0000743642,0.000110664,0.00006943102,0.0003024654,0.00006375483,0.001342322,0.000009398829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992832,"about_ca_system_score_gemma":0.001252273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06947014,"about_ca_topic_score_gemma":0.9336082,"domain_scores_codex":[0.9985112,0.000007901343,0.0001925918,0.00008583238,0.0002026072,0.0009998495],"domain_scores_gemma":[0.9993085,0.00004569436,0.0001850286,0.0001865822,0.0002618986,0.00001224275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003442165,0.00003237301,0.0141482,0.00002649552,0.00007921518,5.12874e-7,0.00003177676,0.00002054807,0.0009083093,0.9625459,0.01154483,0.01062746],"study_design_scores_gemma":[0.000803861,0.0000285215,0.08711857,0.00001610108,0.00004509116,0.00004825365,0.004693301,0.0006306485,0.00001980636,0.482725,0.4235816,0.000289272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854046,0.0002752956,0.0007154265,0.003025514,0.001031594,0.0001662813,0.000001765639,0.0000505203,0.009329009],"genre_scores_gemma":[0.9959567,0.00002731471,0.0000940121,0.001011635,0.001162224,0.000007607919,0.000007972979,0.00001637062,0.001716156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.864138,"threshold_uncertainty_score":0.9367263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107459050644789,"score_gpt":0.2406552258772916,"score_spread":0.2095806353708437,"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."}}