{"id":"W4318499661","doi":"10.3390/jrfm16020083","title":"Thematic Review of Motivational Factors, Types of Uncertainty, and Entrepreneurship Strategies of Transitional Entrepreneurship among Ethnic Minorities, Immigrants, and Women Entrepreneurs","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Immigration; Ethnic group; Leverage (statistics); Sociology; Economic geography; Political science; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007486224,0.0002150314,0.0006423272,0.0003806992,0.00008296042,0.00003851727,0.0001705217,0.00005328954,0.00005175416],"category_scores_gemma":[0.0002656086,0.0001709395,0.0001269569,0.0004965195,0.0002978321,0.000493669,0.0001486758,0.0001314677,5.146326e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001223141,"about_ca_system_score_gemma":0.00002544517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231508,"about_ca_topic_score_gemma":0.00004941213,"domain_scores_codex":[0.9981654,0.00005128813,0.0008699456,0.0002290499,0.000454359,0.0002299399],"domain_scores_gemma":[0.9982308,0.000288677,0.001068146,0.0001416053,0.0002399142,0.00003091014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000169598,0.0001603275,0.9246804,0.01396518,0.0001976012,0.00001659168,0.002318796,0.0003912566,0.0000873822,0.01680144,0.0004254894,0.04078592],"study_design_scores_gemma":[0.0007467297,0.00009108571,0.9749269,0.00369585,0.0003419571,0.000003159848,0.007074199,0.00003196884,0.00005692969,0.01240338,0.0004628178,0.0001649487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850303,0.01411936,0.00004291701,0.0001631569,0.0001348378,0.0002284108,0.00003787625,0.00001074529,0.0002324143],"genre_scores_gemma":[0.9323757,0.06736688,0.00003599611,0.00006633193,0.0001043713,0.000006945718,0.00001099644,0.000009611682,0.00002315332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324752,"threshold_uncertainty_score":0.6970708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760672340728022,"score_gpt":0.2307119936352958,"score_spread":0.2131052702280156,"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."}}