{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683437,0.0001712748,0.0002301203,0.00002439229,0.0005472439,0.0001049815,0.0001015576,0.0001078068,0.0001076896],"category_scores_gemma":[0.00001057138,0.0001679986,0.00006249851,0.0003026776,0.0001826204,0.000171164,0.00005092961,0.0001376271,0.000001761546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538506,"about_ca_system_score_gemma":0.0004425413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.905594,"about_ca_topic_score_gemma":0.9926079,"domain_scores_codex":[0.9984353,0.00007205571,0.0002824241,0.0003237368,0.0003196065,0.0005668603],"domain_scores_gemma":[0.9995347,0.00006814553,0.00007642861,0.0001159668,0.00003900689,0.000165726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008445365,0.00005377702,0.8830981,0.000008929073,0.00002161835,0.000001645624,0.01497867,0.00001973053,0.000001224967,0.000570572,0.09883197,0.002405273],"study_design_scores_gemma":[0.0004897989,0.00001548007,0.7903516,0.00003832278,0.00001365772,7.120978e-8,0.005824429,0.00000467088,0.000008394581,0.0004133586,0.2025924,0.0002477493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940363,0.001871351,0.00002021317,0.0006628852,0.0005257488,0.0002905223,0.00000788112,0.00003957086,0.002545589],"genre_scores_gemma":[0.9865437,0.002112644,0.0002402714,0.0004471701,0.0002204977,0.00003285246,0.00001100803,0.00001229581,0.01037962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037605,"threshold_uncertainty_score":0.6850785,"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."}}