{"id":"W2236711005","doi":"","title":"Choice or Necessity: Do Immigrants and Their Children Choose Self-employment for the Same Reasons?","year":2012,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Census; Earnings; Demographic economics; Sample (material); Ethnic group; Cohort; Native-Born; Cohort effect; Economics; Labour economics; Geography; Political science; Demography; Sociology; Population; Medicine","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":[0.002901538,0.0001668396,0.0004494182,0.0009030251,0.001147498,0.001901203,0.0006624669,0.001044693,0.005963547],"category_scores_gemma":[0.01029246,0.0002615616,0.0004469828,0.001077593,0.002636639,0.001855666,0.001382126,0.001234753,0.0004658781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009872081,"about_ca_system_score_gemma":0.001781083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04733476,"about_ca_topic_score_gemma":0.07763307,"domain_scores_codex":[0.9986703,0.0004866004,0.00006565023,0.0001832636,0.0002732529,0.0003210205],"domain_scores_gemma":[0.994675,0.001832332,0.002118464,0.0002438561,0.0002715746,0.0008588263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001838282,0.0001583737,0.9822235,0.00002533634,0.00006273706,0.0001183514,0.006490289,0.00003031635,0.00006475732,0.002469485,0.0003659818,0.007806935],"study_design_scores_gemma":[0.00003672688,0.0001109623,0.9580202,0.0001132613,0.0000594948,0.0002708772,0.03753889,0.000156577,0.00008131137,0.001526119,0.002065456,0.00001991145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939626,0.0006410133,0.00005202007,0.001499479,0.00002181839,0.00001134622,0.0001450537,8.379802e-7,0.003665771],"genre_scores_gemma":[0.9985239,0.0003467197,0.00005372215,0.0002546612,0.00001430941,0.000009350997,0.0001020784,0.000001137765,0.000694254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04733476,"threshold_uncertainty_score":0.09411848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093752797701975,"score_gpt":0.4131933382717001,"score_spread":0.3038180585015026,"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."}}