{"id":"W4404755599","doi":"10.32920/27919104","title":"Immigrant Entrepreneurship: Challenges and Opportunities","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Immigration; Economic geography; Political science; Business; Geography; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003154132,0.0003700834,0.0004941996,0.0007325463,0.007573376,0.01313438,0.0008990159,0.003888935,0.00427842],"category_scores_gemma":[0.002884209,0.0002329519,0.0003565161,0.001762975,0.007495844,0.006691276,0.00735246,0.003775243,0.0008805895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003920692,"about_ca_system_score_gemma":0.01251801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314051,"about_ca_topic_score_gemma":0.03259764,"domain_scores_codex":[0.9980884,0.0008712311,0.00005004823,0.0001039129,0.0003381541,0.0005481805],"domain_scores_gemma":[0.9983107,0.000526236,0.0000859291,0.00005309182,0.0002349997,0.0007890243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003752341,0.0001035257,0.004805065,0.0006845656,0.00001768887,0.001778122,0.0578463,0.0003770764,0.0002624859,0.4248264,0.2058059,0.3034554],"study_design_scores_gemma":[0.000006473897,0.00004002556,0.002888054,0.001920281,0.000007622355,0.0007478814,0.1590576,0.0003186194,0.00007682911,0.106278,0.7286317,0.00002689468],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03945862,0.1810556,0.001342304,0.5614771,0.00764042,0.00005272033,0.00006405343,0.00005010419,0.208859],"genre_scores_gemma":[0.4546438,0.3858981,0.003934216,0.04138969,0.004632716,0.0001826429,0.0001423628,0.00007035859,0.1091061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01314051,"threshold_uncertainty_score":0.02844673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256541710760364,"score_gpt":0.3132478505805172,"score_spread":0.1875936795044808,"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."}}