{"id":"W2088069685","doi":"10.1007/s10843-011-0082-1","title":"Transnational entrepreneurs: Characteristics, drivers, and success factors","year":2012,"lang":"en","type":"article","venue":"Journal of International Entrepreneurship","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"SR Research (Canada); Toronto Metropolitan University","funders":"","keywords":"Entrepreneurship; Context (archaeology); Diversity (politics); Immigration; Economic geography; Phenomenon; Dual (grammatical number); Empirical evidence; Economic growth; Demographic economics; Political science; Sociology; Geography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007357254,0.0001139831,0.0001780057,0.0001934054,0.0001548174,0.0001105211,0.0003139122,0.00007978861,0.001409945],"category_scores_gemma":[0.000473061,0.0001061199,0.0001225998,0.00007701103,0.0001373695,0.001135054,0.00002482724,0.0001724829,0.000005395481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214153,"about_ca_system_score_gemma":0.0001041166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000835659,"about_ca_topic_score_gemma":0.0003640414,"domain_scores_codex":[0.9985172,0.0001490869,0.0004407572,0.000122129,0.0005324048,0.000238401],"domain_scores_gemma":[0.9985532,0.0003205942,0.0004326967,0.00007238262,0.0003505034,0.0002706762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002504782,0.0001086378,0.9465352,0.000003843217,0.00006474172,0.000002570383,0.01470905,0.000007292467,0.00008287143,0.03685648,0.0009032438,0.0007010365],"study_design_scores_gemma":[0.0004302638,0.00002896913,0.9403361,0.00001596876,0.00004282192,0.00001615179,0.002797642,0.00001394381,0.0005802826,0.001165363,0.05441714,0.0001553471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900775,0.0001171208,0.0002688621,0.003803894,0.00293878,0.00006626594,0.00002160613,0.00001425422,0.002691724],"genre_scores_gemma":[0.9973192,0.0002845424,0.0001239378,0.0001327495,0.001261979,0.000001247698,0.00001368451,0.000008119258,0.0008545028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0535139,"threshold_uncertainty_score":0.9995029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647667781308689,"score_gpt":0.2897239867064875,"score_spread":0.2632473088934006,"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."}}