Providing Grounds for Trust II: The Findings of the Authenticity Task Force of InterPARES
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
le projet InterPARES (International Research in Permanent Authentic Records in Electronic Systems) s'est pench sur les problmes relis la conservation long terme de documents lectroniques authentiques.Dans le cadre du projet, c'est le groupe de travail sur l'authenticit qui fut charg d'laborer les exigences conceptuelles ncessaires l'valuation et au maintien de l'authenticit des documents lectroniques.Cet article prsente certains rsultats de la recherche du groupe de travail, dans la suite d'un article pcdent paru dans Archivaria 50.Il examine les resultats de analyse de systmes de documents lectroniques actifs dans la perspective de la diplomatique archivistique contemporaine et prsente la formulation dfinitive des exigences ncessaires l'valuation et au maintien de l'authenticit des documents lectroniques.
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 | 0.000 | 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 | 0.000 | 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