{"id":"W4387974292","doi":"10.5964/ps.11869","title":"Sexual Satisfaction Predicts Future Changes in Relationship Satisfaction and Sexual Frequency: New Insights From Within-Person Associations Over Time","year":2023,"lang":"en","type":"article","venue":"Personality Science","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; York University; University of Toronto","funders":"Brigham Young University","keywords":"Psychology; Social psychology; Developmental psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006740941,0.0001810515,0.0001875684,0.0004152883,0.0006802648,0.00006852008,0.0001447709,0.0002740873,0.0009593802],"category_scores_gemma":[0.0001438804,0.0001898952,0.00002118601,0.001140326,0.0004389602,0.0006832913,0.00003310187,0.0004726322,0.0003830764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935897,"about_ca_system_score_gemma":0.0001838339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009848516,"about_ca_topic_score_gemma":0.02937048,"domain_scores_codex":[0.9978923,0.0002383051,0.0002365887,0.0007775838,0.0005036891,0.0003515852],"domain_scores_gemma":[0.9990498,0.000257194,0.0001688921,0.000290425,0.00006134719,0.0001723791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002188484,0.00003256165,0.9594168,0.000002999079,0.00001400006,0.000008323895,0.02471974,0.00000543706,0.006060438,0.005423969,0.002989326,0.001304507],"study_design_scores_gemma":[0.0005611015,0.0001015473,0.991207,0.000009829918,0.00002772463,0.000008644041,0.003532825,0.0001964165,0.000004824963,0.00410422,0.00004936518,0.0001965146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942842,0.000182432,0.00001495576,0.00263454,0.001411124,0.0002705625,0.000175353,0.0002008424,0.0008260083],"genre_scores_gemma":[0.9961045,0.000003415832,0.0002293836,0.0002539655,0.0005543067,0.00003579487,0.0001248702,0.00001329831,0.002680512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03179017,"threshold_uncertainty_score":0.9999539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06487098033618452,"score_gpt":0.3362090768290977,"score_spread":0.2713380964929132,"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."}}