{"id":"W3084376427","doi":"","title":"Entrepreneurship model of professional development of actuaries in Canada","year":2019,"lang":"en","type":"article","venue":"Borys Grinchenko Kyiv University Institutional repository (Borys Grinchenko Kyiv University)","topic":"Legal Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actuary; Accreditation; Certification; Professional certification (computer technology); Professional association; Professional development; Professional standards; Higher education; Management; Political science; Accounting; Business; Actuarial science; Public relations; Sociology; Pedagogy; Economics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003763163,0.000336695,0.0005753206,0.0004834894,0.001288584,0.00001677475,0.001005322,0.0002712927,0.0001048703],"category_scores_gemma":[0.00006105957,0.0003519394,0.0002001557,0.0009286626,0.0008937967,0.0007556666,0.0005631044,0.0004498706,0.00001094224],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005034883,"about_ca_system_score_gemma":0.01763528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.369663,"about_ca_topic_score_gemma":0.5458573,"domain_scores_codex":[0.9968404,0.0002403849,0.00052107,0.0005998978,0.001174469,0.0006237421],"domain_scores_gemma":[0.9981635,0.0001779385,0.000490499,0.0003788523,0.0004866308,0.00030254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001475221,0.001208436,0.5964574,0.0005184214,0.0006599132,0.0006280531,0.02244674,0.02329069,0.004435842,0.3465197,0.000739124,0.001620484],"study_design_scores_gemma":[0.007599692,0.0001985219,0.3501676,0.0009733752,0.0003195809,0.00002039269,0.1030324,0.001849722,0.01275103,0.0005827041,0.520043,0.002462092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967896,0.00006923599,0.0001328151,0.0001983239,0.0008995832,0.0004719704,0.00006805382,0.0000446476,0.1013258],"genre_scores_gemma":[0.9723431,0.00007829082,0.0004922858,0.00002473127,0.00005868707,6.631626e-7,0.00002756635,0.00001179108,0.02696288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5193039,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228087134103081,"score_gpt":0.1869935786380158,"score_spread":0.174712707296985,"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."}}