Mary Main's written legacy: a bibliometric analysis
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
Mary Main's written work profoundly changed the direction of attachment research through her publications and through her teachings. The current study describes the scientific impact of her her published and unpublished work. We identified 85 such works. Web of Sciences contained k = 7,571 citations to these works from by 13,398 unique authors. The topics of citing work clustered around clinical psychological research, early dyadic relationships, romantic attachment, traumatic experiences, and the adult attachment interview itself. Based on co-citation patterns, Main shared an intellectual space with authors known for developmental psychopathology and child development, parent-child relationships, adult attachment, psychodynamic theorizing, and reciprocity in interaction and infant mental health. We discuss the impact of the "move to the level of representation" and how new ties with researchers unfamiliar with these ideas will be important to realize unused potential in the ideas and methods given to the field by Mary Main.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.045 | 0.082 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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