{"id":"W4210857716","doi":"10.32920/ryerson.14637522","title":"Influence of Immigration Policies on Supply of Ethnic Business Entrepreneurs in Canada","year":2021,"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; Ethnic group; Immigration policy; Government (linguistics); Business; Investment (military); Demographic economics; Small business; Political science; Economics; Marketing; Politics; Law","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":[0.0007962286,0.0002055032,0.0003376224,0.001570996,0.005875443,0.002556895,0.0008171441,0.0004606097,0.005186361],"category_scores_gemma":[0.004225414,0.0001835914,0.0003341104,0.002173593,0.001363195,0.0004467242,0.001897721,0.0008942318,0.0002729339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04944797,"about_ca_system_score_gemma":0.087308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964115,"about_ca_topic_score_gemma":0.9981317,"domain_scores_codex":[0.9990688,0.00007692966,0.00002579688,0.00007285902,0.000191,0.0005645952],"domain_scores_gemma":[0.9961475,0.0004664561,0.0005169534,0.00008839654,0.001221528,0.001559182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004228386,0.0001609767,0.9521954,0.00006100492,0.00004889128,0.0007729566,0.008746197,0.001111239,0.0007777378,0.006809964,0.006173904,0.02271883],"study_design_scores_gemma":[0.00002503174,0.00003572803,0.961118,0.0001006603,0.00002914224,0.00009988479,0.02658452,0.001231255,0.0002995171,0.0003355943,0.01010289,0.0000377451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879637,0.0002725098,0.00003072614,0.001339461,0.00001330835,0.00001481581,0.0005835663,0.000006778666,0.00977517],"genre_scores_gemma":[0.995365,0.0003905359,0.00004997396,0.0001264759,0.000004200857,0.000005216109,0.0002662216,0.000004310431,0.00378811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04944797,"threshold_uncertainty_score":0.3587718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202442918452647,"score_gpt":0.2835621371192594,"score_spread":0.261537707934733,"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."}}