{"id":"W2989634663","doi":"10.3390/su11236671","title":"Self-Employment Dynamics of Immigrants and Natives: Individual-level Analysis for the Canadian Labour Market","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Children, Community and Social Services","funders":"","keywords":"Immigration; Unemployment; Economics; Spurious relationship; Labour economics; Government (linguistics); Demographic economics; Self-employment; Entrepreneurship; Political science; Economic growth","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":[0.00105614,0.0002923055,0.0004118546,0.002360945,0.00290955,0.001201051,0.000958622,0.0004842346,0.002675504],"category_scores_gemma":[0.002210504,0.0002188731,0.0008424296,0.003366641,0.0006258508,0.0005227694,0.001371453,0.0007890982,0.0002793337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382605,"about_ca_system_score_gemma":0.01391331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885141,"about_ca_topic_score_gemma":0.9926798,"domain_scores_codex":[0.9994588,0.00005594651,0.00002421718,0.00008086687,0.0001382465,0.0002419074],"domain_scores_gemma":[0.9989594,0.0001288021,0.0001573539,0.00004491828,0.0003552683,0.0003542554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007708235,0.00005987205,0.9861788,0.00002754486,0.00006440809,0.0000734052,0.003296725,0.0007256141,0.0002013346,0.0006519896,0.0006009596,0.00804228],"study_design_scores_gemma":[0.000003202455,0.00001956553,0.9932919,0.00001176307,0.00001709458,0.00002114525,0.003576824,0.001964878,0.00003807808,0.00007320372,0.0009692638,0.00001315862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971728,0.0001568779,0.0001301381,0.0001007777,0.000003748407,0.00002541744,0.001238791,0.000005233553,0.001166134],"genre_scores_gemma":[0.9963909,0.0001897322,0.0002700707,0.00003319936,0.000003216575,0.0000197156,0.001732041,0.000002961683,0.001358104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01382605,"threshold_uncertainty_score":0.1003155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771037086594566,"score_gpt":0.2898580889280069,"score_spread":0.2721477180620612,"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."}}