{"id":"W2028728375","doi":"10.5539/ass.v8n9p46","title":"Effects of Demographic Variables on Marital Satisfaction","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Psychology; Scale (ratio); Social psychology; Test (biology); Marital status; Demography; Population; Geography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200002,0.0001479417,0.0002456844,0.0005022252,0.0003132934,0.0003775556,0.0001201327,0.0001611036,0.004048581],"category_scores_gemma":[0.006882685,0.00009966547,0.0004259842,0.0004657544,0.0002285394,0.0002455947,0.0003474064,0.0004307977,0.0002768761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403429,"about_ca_system_score_gemma":0.0001826498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227128,"about_ca_topic_score_gemma":0.001758724,"domain_scores_codex":[0.9988334,0.0006784575,0.0000880454,0.00008848935,0.0002078052,0.0001039374],"domain_scores_gemma":[0.9943222,0.003001514,0.001148909,0.0001901769,0.0004048201,0.0009324548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003552928,0.000158162,0.9930903,0.00001012034,0.00009383711,0.00008399961,0.0002217485,0.00004294574,0.0002069797,0.00005941628,0.0001006749,0.005576541],"study_design_scores_gemma":[0.000002970798,0.0002594863,0.9990802,0.00000350748,0.00001884219,0.00007094693,0.0002609707,0.00009749604,0.00004011676,0.00002301391,0.0001401979,0.000002242538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978084,0.0002580251,0.00009596074,0.00007071944,0.00001238634,0.000008517878,0.0001533359,0.000002966106,0.00158977],"genre_scores_gemma":[0.9995311,0.00007257677,0.00002835728,0.00001594766,0.000007713283,0.000004441002,0.0001001898,0.000001196091,0.0002384301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004048581,"threshold_uncertainty_score":0.01354384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089100425313454,"score_gpt":0.3475688437148018,"score_spread":0.3366778394616673,"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."}}