{"id":"W2350389287","doi":"","title":"Marrying a Chinese Man Saying 'I Do' Means Adapting to New Culture","year":2006,"lang":"en","type":"article","venue":"中国妇女(英文版)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Gender studies; History; Chinese culture; Sociology; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003921084,0.0001449116,0.0001492428,0.00007506353,0.0005868825,0.0002101155,0.0004810029,0.00009404563,0.0003778617],"category_scores_gemma":[0.0002117859,0.0001249645,0.0001029815,0.0002589861,0.00002870044,0.000198929,0.000123336,0.0001329573,0.0002269805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286262,"about_ca_system_score_gemma":0.00004970814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02658718,"about_ca_topic_score_gemma":0.03150179,"domain_scores_codex":[0.9985277,0.0000578301,0.0001978459,0.0002607605,0.0005786495,0.0003772008],"domain_scores_gemma":[0.9995055,0.00006581798,0.00007226312,0.0001382084,0.00008815509,0.0001301223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007021263,0.0001298477,0.0382649,0.00002067497,0.00007952119,0.00005647274,0.8076418,0.0004480396,0.001941575,0.0578758,0.07977635,0.01369479],"study_design_scores_gemma":[0.001132338,0.00009840648,0.01721084,0.0002042374,0.00003891318,0.000004576496,0.219468,0.00008274242,0.0001581198,0.02149647,0.7392018,0.0009035626],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7193794,0.0006516502,0.000265123,0.004863495,0.0006093176,0.0002159585,0.000003924178,0.0001440149,0.2738671],"genre_scores_gemma":[0.9747305,0.00007087721,0.001756523,0.0003095859,0.003031117,0.000006465084,0.000008220029,0.00001628881,0.02007043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6594254,"threshold_uncertainty_score":0.9861708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341887616136314,"score_gpt":0.3316159562653796,"score_spread":0.3081970801040165,"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."}}