{"id":"W7164943192","doi":"10.1080/17153379.2018.12557847","title":"Leftover Women: The resurgence of gender inequality in China. Asian Arguments.","year":2018,"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":"Inequality; Gender inequality; Social inequality; Gender equality; South asia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002081247,0.0001125699,0.0001783356,0.0001082711,0.0002965962,0.00003976871,0.0004074307,0.00008536291,0.001034379],"category_scores_gemma":[0.0001248452,0.00007894154,0.00006460329,0.0007798002,0.0009346612,0.0001522823,0.00005981762,0.0001388369,0.00003553126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004948554,"about_ca_system_score_gemma":0.0001168889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009560716,"about_ca_topic_score_gemma":0.00305968,"domain_scores_codex":[0.9980846,0.0004200151,0.0002998348,0.0002719442,0.0004796357,0.0004439952],"domain_scores_gemma":[0.9993056,0.00007447849,0.0001336451,0.0003288487,0.00005641191,0.0001010349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006164431,0.0002185852,0.1855684,0.00002378757,0.00006235378,0.00000348492,0.7120208,0.000001947729,0.00005686208,0.06560547,0.003625608,0.03275102],"study_design_scores_gemma":[0.0001975356,0.00005786891,0.2450595,0.00001402878,0.000005486917,3.768221e-7,0.7024243,0.000009691104,0.0000517542,0.03104581,0.02096444,0.0001691474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1399281,0.0001092494,0.00007516008,0.0009591233,0.0004744768,0.0001453345,0.00001473344,0.00003461271,0.8582593],"genre_scores_gemma":[0.9985777,0.0000972925,0.00006248612,0.00001767718,0.0001277883,0.00002008506,0.000001834232,0.000005927112,0.00108923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8586496,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671926683927928,"score_gpt":0.3021180530593802,"score_spread":0.2653987862201009,"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."}}