New Partnerships for Old Sibling Rivals: The Development of Integrated Access Systems for the Holdings of Archives, Libraries, and Museums
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
Cet article dcrit une piste de collaboration bnfique et efficace pour les institutions du patrimoine culturel que sont les centres d'archives, les bibliothques et les muses : la cration de systmes d'accs intgr.En cette re numrique, il est plus facile et plus logique de mettre en commun les ressources pour fournir un service rationalis pour les utilisateurs de ces institutions.Les chercheurs sont plus intresss accder une ressource qu' se demander qui elle appartient.Aprs avoir dtermin les perceptions, les similarits et les points de convergence existants entre les institutions culturelles, l'article explore les diverses options pour crer des systmes d'accs intgr.Parmi celles-ci on trouve la recherche fdre, les systmes de mtadonnes agrges, la description au niveau de la collection et divers systmes hybrides.Bien que certaines questions et certains problmes ncessitent plus de travail, cet article conclut que ce genre de partenariat entre les institutions culturelles est souhaitable et qu'on devrait les poursuivre pour le bnfice des utilisateurs.ABSTRACT This paper describes one avenue for beneficial and effective collabora tion between the cultural heritage siblings of archives, libraries, and museums: creat ing integrated access systems.In the digital era, it is easier and more sensible to pool resources to provide streamlined and richer service to the clients of these institutions.Researchers are more likely to care about having access to a resource than knowing who owns it.After discussing the perceptions, similarities, and existing points of convergence between these types of institutions, this paper discusses various options for creating integrated access systems.These include: federated searching, meta data aggregation systems, the collection-level description method, and various hybrid systems.Although some issues and complications may need further resolution, the conclusion of the paper is that this type of partnership between sibling institutions is desirable and should be pursued for the benefit of the users.
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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 | 0.000 | 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