Discovering dimensions of research ethics in doing oral history: going public in the case of the Ghent orphanages
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
In this article, we argue that research ethics in the doing of oral history research are inadequately addressed in the existing body of research. Although oral history researchers have paid considerable attention to procedural ethical issues, there is currently a lack of attention on situational research ethics in the doing of oral history. We address particular ethical challenges that we experienced while reconstructing the history of three remaining orphanages after the Second World War in the city of Ghent (a city in Flanders, the Dutch speaking part of Belgium) by drawing on oral history research from former orphans and ex-staff members. Their rather surprising, yet pertinent, questions enabled us to discover the political nature of research ethics, and prompted us to engage in ‘going public’. We discuss the complexities of our attempt to provide a ‘questionable’ historical interpretation for the ambiguous history of these childhood institutions in the recent past.
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 | 0.090 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| 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