{"id":"W4387308780","doi":"10.1080/08985626.2023.2264803","title":"The distinct nature of U.S. based female immigrant entrepreneurs","year":2023,"lang":"en","type":"article","venue":"Entrepreneurship and Regional Development","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Immigration; Microdata (statistics); Human capital; Social capital; Odds; Demographic economics; Entrepreneurship; Public domain; Sociology; Economics; Political science; Economic growth; Geography; Demography; Finance; Social science; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656574,0.0001105087,0.0001427751,0.0007501831,0.001066068,0.0008063536,0.0001817965,0.0001796391,0.0049258],"category_scores_gemma":[0.001707471,0.00006752305,0.00009713587,0.0006041762,0.00038111,0.0004261114,0.0008763445,0.000266606,0.0004715655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152002,"about_ca_system_score_gemma":0.0004675183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005422809,"about_ca_topic_score_gemma":0.02821588,"domain_scores_codex":[0.9997533,0.00006116056,0.00001539195,0.00004496989,0.00004861472,0.00007657219],"domain_scores_gemma":[0.999379,0.0001383869,0.0002037213,0.00003727119,0.00008559511,0.0001560648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249433,0.0001171195,0.9308239,0.00006735951,0.00002563786,0.0005153647,0.01751537,0.00002893325,0.001272959,0.004142919,0.002379695,0.04298583],"study_design_scores_gemma":[0.000006373265,0.0001152543,0.927951,0.0001547792,0.00001964688,0.001018033,0.05891732,0.0001083535,0.0003696081,0.0009781816,0.01035033,0.00001129077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925255,0.0002355808,0.0001188247,0.0004032119,0.00001918813,0.00001185852,0.0001763948,0.000001817468,0.006507619],"genre_scores_gemma":[0.996439,0.000336592,0.0001267803,0.0002116992,0.00001273563,0.00002105013,0.0001506242,0.000002080997,0.002699341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005422809,"threshold_uncertainty_score":0.01647842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259137561204399,"score_gpt":0.2744581961901629,"score_spread":0.248544440069723,"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."}}