{"id":"W4387012837","doi":"10.32920/24191928","title":"Business Strategies, Performance, and Influencing Factors: Chinese and Japanese Immigrant Entrepreneurs in Canada","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":"Immigration; Business; Thematic analysis; Resource (disambiguation); Marketing; Demographic economics; Qualitative research; Sociology; Economics; Political science; 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":[0.0008820271,0.0003174658,0.0003293398,0.001532889,0.008059041,0.003219438,0.0007669809,0.0005129192,0.0017846],"category_scores_gemma":[0.001897108,0.0001768267,0.0003078666,0.0029661,0.002060674,0.0006740636,0.002245195,0.0007587864,0.0001505457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02323119,"about_ca_system_score_gemma":0.03557882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827756,"about_ca_topic_score_gemma":0.9933982,"domain_scores_codex":[0.9991935,0.00008808554,0.00002189947,0.000061968,0.0001523169,0.0004821474],"domain_scores_gemma":[0.9984433,0.0001461107,0.0002057824,0.00002827714,0.0004187326,0.0007577876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001729469,0.0002076347,0.8560377,0.00005751309,0.00002892508,0.001163505,0.118869,0.0001903659,0.0006194401,0.001567432,0.001476084,0.01960945],"study_design_scores_gemma":[0.000007163809,0.00005171571,0.6270836,0.00006865786,0.00002183094,0.0001280407,0.3676749,0.0003292819,0.0002290203,0.0001076834,0.004269124,0.00002886996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981099,0.0001090547,0.00001093136,0.0001410285,0.000003127756,0.000005986448,0.00004134571,7.898386e-7,0.001577789],"genre_scores_gemma":[0.9983296,0.0002394153,0.00004300933,0.00005195357,0.000001318789,0.000004808915,0.00007296944,0.000001903317,0.001254945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02323119,"threshold_uncertainty_score":0.1685549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069779734404319,"score_gpt":0.2566506730767021,"score_spread":0.2359528757326589,"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."}}