On ‘Holding the Process’: Paying Attention to the Relations Side of Donor Relations
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
This article reports on a series of interviews with archivists and recordkeepers conducted as part of a larger project exploring relationships between grief and recordkeeping. Though the interviews were not explicitly focused on donor relations, it emerged that the relationship between archivists and donors was a particularly emotionally charged one: interview participants described deep and complex relationships with donors, whom they often knew over a long period and through difficult or complicated times. Interview participants also reported feeling unprepared for this emotional work. This article responds to a perceived lack of attention paid to donor relations in archival theory and education by acknowledging the significance of donor stories, feelings and relationships. Aligned with the ever-growing emphasis in archival theory and praxis on person-centered approaches, the article suggests where such approaches are needed in relation to archival education and training, the collection and preservation of donor stories, relationship-building, and recognition of different kinds of archival labor.
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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 | 0.000 | 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 | 0.001 | 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