{"id":"W2602034405","doi":"10.3138/jcfs.41.5.767","title":"Gender Differences in Language Acculturation Predict Marital Satisfaction: A Dyadic Analysis of Russian-Speaking Immigrant Couples in the United States","year":2010,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Psychology; Immigration; Distress; Social psychology; Scale (ratio); Developmental psychology; Clinical psychology; Political science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.001664164,0.00008991424,0.0004563148,0.0006058546,0.0002415431,0.00008089866,0.0002335649,0.00004531403,0.00001918875],"category_scores_gemma":[0.0002446749,0.00005211717,0.0001136998,0.001785918,0.0004565805,0.0003379542,0.00003003294,0.0004114694,8.644732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006012253,"about_ca_system_score_gemma":0.00008877995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0139442,"about_ca_topic_score_gemma":0.2484853,"domain_scores_codex":[0.9980266,0.0005150246,0.0004837154,0.00008834193,0.0007107211,0.0001755961],"domain_scores_gemma":[0.9985191,0.0007235528,0.0003339208,0.00006607922,0.0003259498,0.00003138555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006607344,0.0000713319,0.5651361,0.000009792031,0.0005734906,0.00001499224,0.4313805,0.0002568702,0.0007667189,0.001301854,0.0001262647,0.0002960364],"study_design_scores_gemma":[0.0001488232,0.0000395389,0.6493422,0.00002198607,0.00007160363,5.686384e-7,0.3495553,0.0003498418,0.00001223963,0.0003583225,0.00006162126,0.00003793568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967239,0.001710653,0.00002897322,0.0006085509,0.0001555999,0.00013097,0.000008821199,0.000003186805,0.0006293168],"genre_scores_gemma":[0.9978063,0.001988503,0.00003665382,0.00002948342,0.000101505,0.000005501545,0.000003879272,0.000001602628,0.00002664384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2345411,"threshold_uncertainty_score":0.992622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484728715495501,"score_gpt":0.4318057279845585,"score_spread":0.2833328564350084,"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."}}