Ambivalence and Living Apart Together in Later Life: A Critical Research Proposal
Bibliographic record
Abstract
Abstract Most unattached older persons who would like an intimate partnership do not want to remarry or be in a marriage‐like relationship. A growing trend is to live apart together ( LAT ) in an ongoing intimate relationship that does not include a common home. We address the debate about whether LAT constitutes a new form of intimate relationship in a critical assessment of research on LAT relationships that applies ambivalence and concepts from the life course perspective. We conclude that among older but not younger adults, LAT relationships are generally a stable alternative to living with a partner, negotiated in the context of current social institutions and arrangements. We propose research questions that address later life living apart together as an innovative alternative intimate relationship. We encourage comparative work on the unique challenges of later life living apart together, their implications for other family ties, and their connection to social and cultural arrangements.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.030 | 0.028 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.013 | 0.097 |
| Scholarly communication | 0.012 | 0.023 |
| Open science | 0.004 | 0.011 |
| Research integrity | 0.005 | 0.009 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".