Sexual need fulfillment and satisfaction in consensually nonmonogamous 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
Consensually nonmonogamous (CNM) relationships allow individuals to fulfill their sexual needs with multiple partners, but research has yet to investigate how having one’s sexual needs met in one relationship is associated with satisfaction in another relationship. We draw on models of need fulfillment in CNM relationships and theories of sexual communal motivation to test how sexual need fulfillment in one relationship is associated with satisfaction in another, concurrent relationship. Across two studies, individuals in CNM relationships ( N = 1,054) who were more sexually fulfilled in their primary relationship reported greater relationship satisfaction with their secondary partner. In Study 2, men who were more sexually fulfilled in their secondary relationship reported greater relationship satisfaction with their primary partner, but women who were more sexually fulfilled with their secondary partner reported lower sexual satisfaction in their primary relationship. Implications for communal relationships and need fulfillment are discussed.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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