{"id":"W3094412861","doi":"10.3390/su12218817","title":"Global Perspective on Marital Satisfaction","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Religiosity; Psychology; Context (archaeology); Perspective (graphical); Multilevel model; Marital status; Social psychology; Demography; Geography; Sociology; Population; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001012835,0.00009900417,0.00009654852,0.0000162338,0.0001064694,0.00001593619,0.00006795602,0.000111147,0.0005398693],"category_scores_gemma":[0.0003336967,0.00009263821,0.00007335757,0.0002388238,0.00009345175,0.00006391339,0.00003173544,0.0001746925,0.0001430528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934651,"about_ca_system_score_gemma":0.00009794564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005262095,"about_ca_topic_score_gemma":0.00006037781,"domain_scores_codex":[0.9991151,0.0001238266,0.0001233278,0.0003209583,0.0001190035,0.000197785],"domain_scores_gemma":[0.9993909,0.00005673506,0.00003941957,0.0001909597,0.0002288176,0.00009318313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403461,0.00004862745,0.6165271,0.000007415885,0.00001952691,0.000008653887,0.001781776,0.0000800823,1.448897e-7,0.3780876,0.0008271981,0.002471559],"study_design_scores_gemma":[0.0003068551,0.0001967939,0.9126627,6.998555e-7,0.00001332256,0.000001546339,0.01432267,0.0001990455,2.095314e-7,0.07151039,0.0006936998,0.00009200053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712587,0.00005334566,0.003848187,0.02652013,0.000428334,0.0005425398,0.00002603514,0.0001916061,0.09713108],"genre_scores_gemma":[0.9988322,4.052327e-7,0.00005207305,0.0003672116,0.0001287748,0.00001714747,0.000006913314,0.000006283871,0.0005890319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065772,"threshold_uncertainty_score":0.591119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838088898502798,"score_gpt":0.4078825495463971,"score_spread":0.3895016605613691,"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."}}