{"id":"W4243550658","doi":"10.1086/528746","title":"Book Review<i>Asian Women as Transnational Domestic Workers</i>. Edited by Shirlena  Huang, Brenda S. A.  Yeoh, and Noor  Abdul Rahman. Singapore: Marshall Cavendish Academic, 2005.<i>Global Cinderellas: Migrant Domestics and Newly Rich Employers in Taiwan</i>. By Pei‐Chia  Lan. Durham, NC: Duke University Press, 2006.<i>Breaking the Iron Wall: Decommodification and Immigrant Women’s Labor in Canada</i>. By Habiba  Zaman. Lanham, MD: Lexington Books, 2006.<i>Not Working: Latina Immigrants, Low‐Wage Jobs, and the Failure of Welfare Reform</i>. By Alejandra  Marchevsky and Jeanne  Theoharis. New York: New York University Press, 2006.","year":2008,"lang":"en","type":"article","venue":"Signs","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Download; Wage; Sociology; Library science; Political science; Media studies; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00122502,0.0005691821,0.0008204518,0.0001123603,0.001026888,0.0001273311,0.0005852848,0.0003758031,0.00008078929],"category_scores_gemma":[0.00009626326,0.0004970987,0.00006455989,0.0005485181,0.001114523,0.0005928452,0.0001305769,0.0007913498,4.429531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153519,"about_ca_system_score_gemma":0.0008733993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7135168,"about_ca_topic_score_gemma":0.6736172,"domain_scores_codex":[0.9960549,0.0006808296,0.0007526865,0.0008630131,0.0006379074,0.00101063],"domain_scores_gemma":[0.9980349,0.0003697955,0.0005822951,0.0003451366,0.00008538265,0.0005824856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299007,0.0001317011,0.0513945,0.00040188,0.0001528145,0.00002964775,0.04214248,0.00003836474,0.0001107286,0.0008316778,0.9013146,0.002152594],"study_design_scores_gemma":[0.006179733,0.0001063672,0.02872918,0.0005784167,0.0001676294,0.00003469865,0.02399078,0.0001204612,0.00002034532,0.0001142776,0.9391424,0.0008156962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217067,0.2203953,0.0000802705,0.05060231,0.0001327654,0.002818367,0.003430462,0.00008682434,0.0007470177],"genre_scores_gemma":[0.8490614,0.1400347,0.0001150915,0.002063199,0.0001044561,0.0000279443,0.0005033818,0.0000619416,0.008027896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273547,"threshold_uncertainty_score":0.9997481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009747182789260818,"score_gpt":0.2118975444554365,"score_spread":0.2021503616661757,"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."}}