{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003164783,0.0000542302,0.00006700616,0.0001000973,0.0002899815,0.00001041998,0.00009919356,0.00008048333,0.00006331596],"category_scores_gemma":[0.00003065702,0.00004871078,0.0000366421,0.0005811501,0.0003706838,0.0001748348,0.00001840578,0.0001003864,0.00004963247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352202,"about_ca_system_score_gemma":0.00001892015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003853122,"about_ca_topic_score_gemma":0.000003387908,"domain_scores_codex":[0.9993013,0.00005087148,0.00008780209,0.000111172,0.0002054729,0.0002434158],"domain_scores_gemma":[0.9997134,0.00007637103,0.00006737652,0.00006792914,0.00002027124,0.00005470762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006643844,0.00006954752,0.5581313,0.000005130006,0.000009012238,3.546119e-7,0.002546377,9.206642e-8,0.0009352103,0.3872091,0.000121009,0.05096617],"study_design_scores_gemma":[0.0001225261,0.00003308415,0.9972682,0.000004431882,0.00001357116,8.675068e-7,0.0003665602,0.000002723887,0.00007958345,0.00193453,0.0001186574,0.00005525593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.55743,0.00004989573,0.001210232,0.0001461485,0.001435409,0.0001509457,0.000001753472,0.00003173872,0.4395438],"genre_scores_gemma":[0.9993503,0.000001300743,0.0001814207,0.00003589111,0.0001588465,0.000006972406,9.460657e-7,0.000004042815,0.0002602467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4419203,"threshold_uncertainty_score":0.2230333,"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."}}