Predicting Sexual Satisfaction in Interpersonal Relationships
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Two theoretical models hypothesized to predict sexual satisfaction were assessed. The Sexual Knowledge and Influence Model (SKIM), generated from Metts and colleagues' sexual communication research (Cupach & Metts, 1991 Cupach , W. R. , & Metts , S. (1991). Sexuality and communication in close relationships. In K. McKinney & S. Sprecher's (Eds.), Sexuality in close relationships (pp. 93–110). Hillsdale , NJ : Lawrence Erlbaum Associates. [Google Scholar], 1995 Cupach , W. R. , & Metts , S. ( 1995 ). The role of sexual attitude similarity in romantic heterosexual relationships . Personal Relationships , 2 , 287 – 300 .[Crossref], [Web of Science ®] , [Google Scholar]; Metts & Cupach, 1989 Metts , S. , & Cupach , W. R. ( 1989 ). The role of communication in human sexuality . In K. McKinney & S. Sprecher (Eds.), Human sexuality: The societal and interpersonal context (pp. 139 – 161 ). Norwood , NJ : Ablex Publishing Corporation . [Google Scholar]; Metts & Spitzberg, 1996 Metts , S. , & Spitzberg , B. H. ( 1996 ). Sexual communication in interpersonal contexts: A script-based approach . In B. R. Burleson (Ed.), Communication Yearbook 19 (pp. 49 – 91 ). Thousand Oaks , CA : Sage .[Taylor & Francis Online] , [Google Scholar]) and Luft's (1969 Luft , J. ( 1969 ). Of human interaction . Palo Alto , CA : National Press . [Google Scholar]) Johari window, delineates that willingness to communicate and sexual knowledge jointly predict sexual satisfaction. Alternatively, Byers's Interpersonal Exchange Model of Sexual Satisfaction (IEMSS; Byers, 2001 Byers , E. S. ( 2001 ). Evidence for the importance of relationship satisfaction for women's sexual functioning . In E. Kaschak & L. Tiefer's (Eds.), A new view of women's sexual problems (pp. 23 – 26 ). Binghamton , NY : The Haworth Press . [Google Scholar]; Byers & Demmons, 1999 Byers , E. S. , & Demmons , S. ( 1999 ). Sexual satisfaction and sexual self-disclosure within dating relationships . The Journal of Sex Research , 36 , 180 – 189 .[Taylor & Francis Online], [Web of Science ®] , [Google Scholar]; Byers & Wang, 2004 Byers , E. S. , & Wang , A. ( 2004 ). Understanding sexuality in close relationships from the social exchange perspective . In J. H. Harvey , A. Wenzel , & S. Sprecher (Eds.), The handbook of sexuality in close relationships (pp. 203 – 234 ). Mahwah , NJ : Lawrence Erlbaum Associates . [Google Scholar]; Lawrance & Byers, 1992 Lawrance , K. , & Byers , E. S. ( 1992 ). Development of the interpersonal exchange model of sexual satisfaction in long-term relationships . The Canadian Journal of Human Sexuality , 1 , 123 – 127 . [Google Scholar], 1995 Lawrance , K. , & Byers , E. S. ( 1995 ). Sexual satisfaction in long-term heterosexual relationships: The interpersonal exchange model of sexual satisfaction . Personal Relationships , 2 , 267 – 285 .[Crossref], [Web of Science ®] , [Google Scholar]) suggests that exchange variables predict sexual satisfaction. Regression analyses demonstrated that these data were consistent with a combined model in which sexual knowledge and sexual exchange variables were successful at predicting individuals' sexual satisfaction levels.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it