Prenatal expectations and marital satisfaction over the transition to parenthood.
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
Associations among prenatal expectations, the extent to which expectations were confirmed or disconfirmed, and trajectories of marital satisfaction over the transition to parenthood were assessed 7-11 times in a sample of newlywed couples. Piecewise growth curve analyses were conducted to examine levels of marital satisfaction at the beginning of marriage and rates of change over 2 periods: from the beginning of marriage through the 3rd trimester of pregnancy and from the 3rd trimester of pregnancy through 18 months postpartum. Postpartum marital decline was greater than decline from marriage through pregnancy. Spouses who were more satisfied at the beginning of marriage reported higher expectations. There was marked variability in the extent to which prenatal expectations were confirmed; some expectations were unfulfilled, others were met, and still others were surpassed. Associations between the extent to which expectations were confirmed and rates of change in marital decline differed as a function of the specific type of expectation. Implications for understanding vulnerability and resiliency in couples negotiating the transition to parenthood are discussed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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