{"id":"W2045277178","doi":"10.1080/08276331.2008.10593411","title":"Immigrants as Extraordinarily Successful Entrepreneurs: A Pilot Study of the Canadian Experience","year":2008,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Entrepreneurship; Immigration; Personality; Big Five personality traits; Business; Marketing; Psychology; Social psychology; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005030514,0.0004878042,0.0007713279,0.0006389,0.0008508445,0.0002644389,0.001828036,0.0000870358,0.0002741136],"category_scores_gemma":[0.001012753,0.0003435357,0.0002533923,0.001978814,0.000412215,0.001329491,0.0003874645,0.0004486045,0.00004276721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051933,"about_ca_system_score_gemma":0.0003795176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2764501,"about_ca_topic_score_gemma":0.2366248,"domain_scores_codex":[0.9961767,0.0001026695,0.001334237,0.0005380136,0.001113486,0.000734953],"domain_scores_gemma":[0.9953958,0.0001574532,0.001791336,0.0008291837,0.001714454,0.0001118169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000323454,0.001130137,0.9925258,0.00006896119,0.0001091009,0.0003499145,0.002311849,0.0009767,0.0006350571,0.0001592933,0.0005594164,0.000850305],"study_design_scores_gemma":[0.001700916,0.0003197065,0.9898304,0.0002603523,0.0001775736,0.0002642875,0.003942476,0.00001537233,0.0004094752,0.0003335507,0.002359601,0.0003863325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935688,0.0005091377,0.00000420417,0.001897519,0.001745978,0.0005243509,0.000002978199,0.00003474128,0.001712258],"genre_scores_gemma":[0.9977496,0.000165245,0.00001791248,0.00102781,0.0007888062,0.00002014228,0.00000148778,0.00004621356,0.0001827895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03982534,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838715864229058,"score_gpt":0.2398267169145385,"score_spread":0.1914395582722479,"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."}}