{"id":"W6983311786","doi":"","title":"Married to Singapore : what are migrant wives saying 'I do' to?","year":2021,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Face (sociological concept); Quarter (Canadian coin); Migrant workers; Domestic violence; Pandemic","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001676971,0.0008662002,0.001011565,0.003718389,0.000297347,0.000203697,0.001556776,0.001795843,0.010161],"category_scores_gemma":[0.0006534131,0.0008227587,0.0003438648,0.005486087,0.0004215091,0.0001548164,0.001081009,0.0008934715,0.001194901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032661,"about_ca_system_score_gemma":0.0000626607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312461,"about_ca_topic_score_gemma":0.0001660583,"domain_scores_codex":[0.9958434,0.0002254536,0.0003225967,0.002130948,0.000489366,0.0009882704],"domain_scores_gemma":[0.9973133,0.0002319396,0.0004278736,0.00132702,0.0002510829,0.0004487409],"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":[0.0003656328,0.001423101,0.01334877,0.0001793721,0.001068213,0.004534129,0.0008786581,0.00000197591,0.0003067606,0.008288849,0.5593314,0.4102732],"study_design_scores_gemma":[0.0008546464,0.0002413004,0.00229574,0.001499511,0.0001703579,0.00002594028,0.01341783,3.27233e-7,0.0001531915,0.0005166138,0.9798577,0.0009668833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01087805,0.0287971,0.00953625,0.005760803,0.004450437,0.002854421,0.0004218539,0.004701569,0.9325995],"genre_scores_gemma":[0.04616056,0.01567283,0.005228734,0.001239916,0.0004521576,0.00006198746,0.0001928513,0.0005913186,0.9303997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4205263,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950101766717374,"score_gpt":0.2925360884737057,"score_spread":0.253035070806532,"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."}}