{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01654247,0.0003476029,0.0004285259,0.003660657,0.0170754,0.01174499,0.001687149,0.003335564,0.007835296],"category_scores_gemma":[0.02807912,0.0002889776,0.0004102509,0.002548035,0.009444164,0.003778725,0.005081032,0.004441695,0.0009348401],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07662707,"about_ca_system_score_gemma":0.4411695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8901287,"about_ca_topic_score_gemma":0.9458097,"domain_scores_codex":[0.9826597,0.003376321,0.0003991889,0.0006162871,0.008830169,0.004118356],"domain_scores_gemma":[0.9381414,0.006389178,0.001401493,0.001040874,0.02978472,0.02324235],"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":[0.00002707086,0.0001491324,0.007961931,0.0002639599,0.00001251558,0.000363309,0.01689191,0.0006867266,0.0006415351,0.5914303,0.2233046,0.1582669],"study_design_scores_gemma":[0.00001731146,0.00003880778,0.01815131,0.00094192,0.0000125452,0.000166004,0.02196575,0.0007679637,0.0004162826,0.06988301,0.8875477,0.00009140687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05463635,0.009355192,0.0095096,0.3196704,0.001213183,0.0004470245,0.0004843196,0.0003119871,0.6043719],"genre_scores_gemma":[0.879038,0.009739175,0.01629422,0.02822642,0.0003415135,0.0002141871,0.0006417966,0.0001032851,0.06540144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9233729,"threshold_uncertainty_score":0.5559709,"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."}}