{"id":"W7164939900","doi":"10.1080/17153379.2005.12554204","title":"Cross-Border Marriages: Gender and Mobility in Transnational Asia. Edited by Nicole Constable Philadelphia: University of Pennsylvania Press. 2005. vi, 220 pp. Us$49.95, cloth, Isbn 0-8122-3830-3; Us$13.00, paper, Isbn 0-8122-1891-4.","year":2005,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001270156,0.0004060737,0.0005820982,0.0001662999,0.0006736992,0.000165016,0.0005331204,0.0004799069,0.005858766],"category_scores_gemma":[0.00006749341,0.0004347076,0.0001983346,0.0007269598,0.002278315,0.00106957,0.000106293,0.0004617116,0.00001740168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473402,"about_ca_system_score_gemma":0.0002576589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004306319,"about_ca_topic_score_gemma":0.01931191,"domain_scores_codex":[0.9961309,0.0004455101,0.0006139284,0.0009901543,0.0009190461,0.0009005017],"domain_scores_gemma":[0.9983289,0.0003154893,0.0002842662,0.0004366736,0.0002468432,0.000387834],"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":[0.001903428,0.01226039,0.3079786,0.0008230748,0.001360687,0.00008625411,0.1108561,0.002211378,0.003107305,0.08173176,0.447916,0.029765],"study_design_scores_gemma":[0.003738634,0.0001359096,0.0498355,0.00003771679,0.0001074325,0.000007319816,0.1413876,0.000530165,0.0001654075,0.001529736,0.8015851,0.0009394899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1465336,0.02801558,0.0004657882,0.00914164,0.001267925,0.002254818,0.003069075,0.0004831364,0.8087685],"genre_scores_gemma":[0.9912482,0.004724734,0.0003775038,0.00003096015,0.0001681764,0.00001534999,0.0001141712,0.00002653275,0.003294357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8447146,"threshold_uncertainty_score":0.9998105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678209146407296,"score_gpt":0.2824097144723433,"score_spread":0.2656276230082704,"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."}}