{"id":"W2125689037","doi":"10.5539/ass.v8n4p217","title":"Marital Happiness of Married Couples in the U.A.E Society: A Sample from Sharjah","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Residence; Psychology; Descriptive statistics; Marital status; Sample (material); Social psychology; Regression analysis; Demography; Cluster (spacecraft); Religiosity; Developmental psychology; Sociology; Statistics; Mathematics; Population","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":[0.0007546191,0.00006858449,0.00009765301,0.00003068596,0.0002919948,0.00002709004,0.0004185816,0.00008786994,0.0002865403],"category_scores_gemma":[0.000044652,0.0000508262,0.00007922129,0.0006615033,0.0007945666,0.0001964979,0.00005717027,0.0001469512,0.00002518414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423991,"about_ca_system_score_gemma":0.00005003264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458026,"about_ca_topic_score_gemma":0.00006504972,"domain_scores_codex":[0.9990406,0.00005801202,0.0001520826,0.0001457073,0.0002903128,0.0003132823],"domain_scores_gemma":[0.9995555,0.0001596069,0.00008235313,0.0001372311,0.00002678734,0.00003848051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006095874,0.0001276699,0.7628247,0.000002266402,0.00001508995,4.633541e-7,0.07034905,1.51742e-7,0.0001947553,0.1531391,0.0006299322,0.01271065],"study_design_scores_gemma":[0.000170747,0.000007509641,0.9727432,0.000002953407,0.00001064919,4.04524e-7,0.02008331,0.00003629963,0.000003029537,0.00604141,0.0008317354,0.00006878532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7157522,0.000275829,0.002400073,0.002743274,0.000926146,0.0003205378,0.0001114523,0.00003115894,0.2774393],"genre_scores_gemma":[0.9989369,0.000001654081,0.000500335,0.0001625549,0.0001912527,0.0000139181,0.00001730866,0.000004519552,0.0001715686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831846,"threshold_uncertainty_score":0.3137415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379742929486835,"score_gpt":0.3875668716293653,"score_spread":0.353769442334497,"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."}}