{"id":"W4380318916","doi":"10.32920/23502282","title":"Immigrant Entrepreneurship In GTA","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Entrepreneurship; Immigration; Residence; Conceptual framework; Face (sociological concept); Field (mathematics); Conceptual model; Marketing; Business; Sociology; Public relations; Political science; Demographic economics; Economics; Computer science; Finance; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004802032,0.0001483413,0.0001511353,0.0005232061,0.006216348,0.003377112,0.0003029564,0.0005362848,0.003583346],"category_scores_gemma":[0.001215889,0.00008996079,0.0001183605,0.001000314,0.002716698,0.0008463923,0.003482003,0.0007144603,0.0001582028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008409024,"about_ca_system_score_gemma":0.009984296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5006415,"about_ca_topic_score_gemma":0.6898179,"domain_scores_codex":[0.9995105,0.0001369253,0.000007316532,0.00003633455,0.00003938409,0.0002695059],"domain_scores_gemma":[0.9991022,0.00009315355,0.000104537,0.00002276734,0.00005921629,0.0006180862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001717071,0.0001749957,0.2165743,0.0001462368,0.00002485335,0.005060142,0.6481051,0.0003919891,0.000832148,0.07701313,0.007626824,0.04387854],"study_design_scores_gemma":[0.00001731105,0.0001247326,0.2507302,0.0002787328,0.00002158064,0.000925521,0.6656632,0.0004882686,0.0002637581,0.004155721,0.07730337,0.00002773468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813774,0.0008378761,0.00006148762,0.001668979,0.0000441389,0.000008623014,0.0000340709,0.000002890351,0.01596455],"genre_scores_gemma":[0.9958502,0.0004525257,0.00003809851,0.0000923409,0.0000081277,0.000004451947,0.00001498098,0.00000142026,0.003537945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4993585,"threshold_uncertainty_score":0.9954548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07567504803575344,"score_gpt":0.3288313680508181,"score_spread":0.2531563200150647,"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."}}