{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106265,0.0002073269,0.000398686,0.001400241,0.0007630443,0.001862934,0.0001773135,0.0003096634,0.01172449],"category_scores_gemma":[0.002916255,0.00006999094,0.0002772318,0.003431808,0.001316854,0.001256844,0.001700571,0.0008196692,0.0006295464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004838417,"about_ca_system_score_gemma":0.0003674561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073961,"about_ca_topic_score_gemma":0.003478114,"domain_scores_codex":[0.9991597,0.0004460613,0.0000580481,0.00007533576,0.000156931,0.0001038934],"domain_scores_gemma":[0.9980293,0.000682616,0.000507432,0.0001290634,0.0002717824,0.0003798955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001466352,0.0001245646,0.6318062,0.0005144697,0.0002030324,0.0004415702,0.0245756,0.0005307248,0.0008467486,0.05122596,0.01354637,0.2760381],"study_design_scores_gemma":[0.000006767211,0.0002473537,0.8875526,0.0003219658,0.00006567296,0.0007363743,0.02480672,0.000265096,0.0001950279,0.01100404,0.07476933,0.00002913809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353806,0.02447861,0.004454646,0.01313941,0.0005879762,0.00004584896,0.002590667,0.00005652161,0.2192657],"genre_scores_gemma":[0.9889471,0.006363322,0.0004850304,0.0009363443,0.0002005757,0.00001199665,0.0004719037,0.00001037034,0.002573404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172449,"threshold_uncertainty_score":0.03922236,"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."}}