De gebroeders Van Hogendorp. Botsende idealen in de kraamkamer van het Koninkrijk
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
De laatste dagen van de Republiek - de eerste dagen van het Koninkrijk der Nederlanden: Gijsbert Karel van Hogendorp was erbij, schreef mee aan de grondwet en haalde Willem I naar Nederland. Zijn broer, Dirk, was op dat moment generaal onder Napoleon. Hun rol in de geschiedenis van Nederland en de wereld is onderschat en hun levensbeschrijving voert langs de grote namen van hun tijd, het eind van de achttiende, begin van de negentiende eeuw: Immanuel Kant, George Washington, Napoleon. \nDe gebroeders Van Hogendorp voegt een belangrijk nieuw hoofdstuk toe aan de geschiedschrijving over Nederland en Europa van de pruikentijd tot en met de Belgische Revolutie in 1830, met prachtige beschrijvingen van Dirks protest tegen de slavernij, Gijsbert Karels goedkope soep voor de armen en hun vaders fatale speculaties op de beurs van Amsterdam.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.038 | 0.018 |
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