Bibliographic record
Abstract
De grote toezichtsinterviewestafette Deel 5: De Nederlandsche Bank Voor deze aflevering van het estafette-interview spraken Joep Beckers en Anna Merz namens de redactie van Tijdschrift voor Toezicht met Else Bos, sinds 1 juli 2018 toezichtdirecteur en voorzitter toezicht bij De Nederlandsche Bank. Mede naar aanleiding van de suggesties van Monique Verdier, vicevoorzitter in de raad van bestuur en Katja Mur, lid van de raad van bestuur bij de Autoriteit Persoonsgegevens (AP), die we interviewden voor nummer 2020-3 van Tijdschrift voor Toezicht , spraken wij met Else Bos over de belangrijkste uitdagingen voor toezichthouders, de impact van de coronacrisis, duurzaamheid en digitalisering.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 0.006 |
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".