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Record W4415021855

EHRI-PP_D4.3_Internationalisation strategy

2023· report· en· W4415021855 on OpenAlexfundno aff
Reto Speck, Michal Frankl, Neal Guthrie

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2023
Typereport
Languageen
FieldArts and Humanities
TopicDigital and Traditional Archives Management
Canadian institutionsnot available
FundersUniversidad Nacional de La PlataUniversity of TorontoVictoria UniversityUniversity of New South WalesVictoria University of WellingtonFaculty of Education, Victoria University of WellingtonEuropean Commission
KeywordsDeliverableInternationalizationCorporate governanceField (mathematics)The Holocaust
DOInot available

Abstract

fetched live from OpenAlex

<div> This deliverable outlines the main principles and focus areas of EHRI's internationalisation efforts. It first analyses the best practices in the field of European research infrastructures with respect to internationalisation and examines the institutional and other specifics of the field of Holocaust archives and research. Further, it summarises how the integration of international partners is proposed in the governance structure of the future EHRI-ERIC. It explains the specific role of the US Holocaust Memorial Museum (USHMM) in EHRI's internationalisation efforts. Finally, it provides a snapshot of a growing list of potential international partners with which EHRI could develop cooperation. </div>

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.831
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.083
GPT teacher head0.263
Teacher spread0.180 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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