Bibliographic record
Abstract
Personal Relationships, an official journal of the International Association for Relationship Research (IARR), was first published in 1994 and is an international, interdisciplinary journal that promotes scholarship in the field of personal relationships using a wide variety of methodologies and throughout a broad range of disciplines, including psychology, sociology, communication studies, anthropology, family studies, child development, social work, and gerontology. The subject matter and approach of Personal Relationships will be of interest to researchers, teachers, and practitioners. Manuscripts examining a wide range of personal relationships, including those between romantic or intimate partners, spouses, parents and children, siblings, classmates, coworkers, neighbors, and friends are welcome. Typically published work focuses on attributes of individual partners in personal relationships (e.g., personality factors or social positions as influences on relationship outcomes) at all stages of the life course, interactive relationship processes (i.e., behavioral, affective, or cognitive), the internal structure of dyads and networks (e.g., size, density, hierarchy, solidarity, homogeneity), personal relationships in social contexts (e.g., families, work-places, historical periods, cultures), and the consequences of personal relationships. In addition to original quantitative research, qualitative research, theoretical or methodological contributions, integrative reviews, meta-analyses, comparative or historical studies, and critical assessments of the status of the field are welcome as submissions.
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.
How this classification was reachedexpand
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 | 0.001 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.040 | 0.099 |
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; both teacher heads agree on what is shown here.
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".