{"id":"W1515190587","doi":"","title":"Immigrants Working with Co-ethnics: Who Are They and How Do They Fare Economically?","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Ethnic group; Demographic economics; Metropolitan area; Earnings; Geography; Acculturation; Demography; Political science; Sociology; Business; Economics","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":[0.001121965,0.0002364138,0.0004403132,0.0008443579,0.002781284,0.002643304,0.0005845813,0.0009009792,0.002372477],"category_scores_gemma":[0.00294133,0.0001935742,0.0003622204,0.001323317,0.001331036,0.001435106,0.001125107,0.001316833,0.0005221108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980944,"about_ca_system_score_gemma":0.003309409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3086064,"about_ca_topic_score_gemma":0.5048687,"domain_scores_codex":[0.9994444,0.0001091292,0.00002930936,0.0000618569,0.0001316902,0.0002235893],"domain_scores_gemma":[0.9988052,0.00009818374,0.0003052647,0.00003165035,0.0002555414,0.0005042201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006241963,0.0001022827,0.9451775,0.00005689718,0.00005143302,0.0002442982,0.02260454,0.00002534993,0.0001842453,0.0003269292,0.002553467,0.02861072],"study_design_scores_gemma":[0.000007064563,0.00005784448,0.8140299,0.0002306181,0.00003651116,0.0001667279,0.1811247,0.00008884686,0.00006530504,0.0002670557,0.003898744,0.0000266563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918113,0.001688319,0.00003969596,0.003044602,0.00005612226,0.00001248147,0.000142536,0.000001716769,0.003203192],"genre_scores_gemma":[0.9946425,0.00242196,0.00006972561,0.0008449084,0.00004281511,0.0000171174,0.0002226365,0.000003126659,0.001735204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086064,"threshold_uncertainty_score":0.6136202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641004298725497,"score_gpt":0.3235361030809879,"score_spread":0.267126060093733,"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."}}