{"id":"W2020338711","doi":"10.1177/0950017006069810","title":"Origin, employment status and attitudes towards work: immigrants in Vancouver, Canada","year":2006,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Immigration; Neighbourhood (mathematics); Habitus; Essentialism; Sociology; Settlement (finance); Demographic economics; Gender studies; Work (physics); Cultural capital; Geography; 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":[0.0007491023,0.0003101912,0.0003937039,0.001301434,0.008462534,0.002276779,0.0009873026,0.0006594474,0.002102447],"category_scores_gemma":[0.001581335,0.0002771163,0.0002111074,0.002779106,0.001694281,0.0003855084,0.001615245,0.001009075,0.0002897307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436312,"about_ca_system_score_gemma":0.0208465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930012,"about_ca_topic_score_gemma":0.9980907,"domain_scores_codex":[0.9993162,0.000101553,0.00003799217,0.00006829069,0.0001973738,0.0002785669],"domain_scores_gemma":[0.998546,0.0001059879,0.0001452205,0.00002273631,0.000607777,0.0005723275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344234,0.0002468436,0.8883823,0.0001363517,0.00004841976,0.001104223,0.08577041,0.000111096,0.0009801054,0.0004598686,0.002041105,0.02048494],"study_design_scores_gemma":[0.00001642046,0.0001038362,0.8069468,0.0001349536,0.00002237327,0.0002235756,0.187725,0.0001856822,0.0001610249,0.00007515761,0.004364567,0.00004071933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979895,0.0002427304,0.00001726467,0.0002074974,0.000008497053,0.00001492207,0.0001069049,9.172443e-7,0.001411644],"genre_scores_gemma":[0.996254,0.000644629,0.00006366192,0.0001564675,0.000004095398,0.000008703824,0.0001529427,0.000002956423,0.002712555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436312,"threshold_uncertainty_score":0.1042122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761917495833338,"score_gpt":0.2678550589358995,"score_spread":0.2502358839775661,"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."}}