{"id":"W2955638589","doi":"10.6084/m9.figshare.9724355.v2","title":"Entrepreneurship Model of Professional Development of Actuaries in Canada","year":2019,"lang":"en","type":"article","venue":"Repository of Samara University (Samara National Research University)","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actuary; Accreditation; Certification; Professional certification (computer technology); Professional association; Professional development; Professional standards; Political science; Management; Business; Psychology; Actuarial science; Public relations; Pedagogy; Economics","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":[0.0006561005,0.0003223369,0.0002354043,0.001683514,0.00303625,0.003539732,0.001171209,0.0007531095,0.01030542],"category_scores_gemma":[0.002220593,0.0001615463,0.0003049797,0.001231448,0.003068566,0.001117193,0.001213396,0.001016477,0.001038678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02454706,"about_ca_system_score_gemma":0.03431677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.81671,"about_ca_topic_score_gemma":0.786459,"domain_scores_codex":[0.9992071,0.0001066704,0.00001313773,0.00006454786,0.0002250957,0.000383529],"domain_scores_gemma":[0.9984403,0.0001315849,0.00008520652,0.00004308644,0.0007456134,0.0005541985],"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":[0.00002643221,0.00004608053,0.005817631,0.00002202101,0.000005775014,0.0002823914,0.001229359,0.009334116,0.0001864835,0.9638069,0.007067751,0.01217506],"study_design_scores_gemma":[0.000131165,0.0001302446,0.04780784,0.0002718639,0.00004544411,0.0007605309,0.008942582,0.2375628,0.0005449181,0.5329311,0.1707655,0.0001060108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1688,0.0006971739,0.01566793,0.007262797,0.00007196704,0.0001949404,0.0005840237,0.00008334059,0.8066379],"genre_scores_gemma":[0.92535,0.0007239217,0.002379013,0.0001482701,0.00001852017,0.00004683125,0.0001312082,0.00001035783,0.07119191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.975453,"threshold_uncertainty_score":0.3687388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08278497177035968,"score_gpt":0.2281010654585297,"score_spread":0.14531609368817,"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."}}