MétaCan
Menu
Back to cohort
Record W7027468812

Custodians of creativity: ethical archiving of artists’ digital records

2024· dissertation· en· W7027468812 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueMspace (University of Manitoba) · 2024
Typedissertation
Languageen
FieldEngineering
TopicEngineering and Materials Science Studies
Canadian institutionsUniversity of WinnipegUniversity of Manitoba
Fundersnot available
KeywordsCustodiansMetadataContext (archaeology)Digital ArchivesCitizen journalismDigital preservationRelevance (law)Records management
DOInot available

Abstract

fetched live from OpenAlex

The digital age has dramatically reshaped archival practices, requiring novel approaches to preserve and provide access to born digital materials. The opportunities and challenges of the digital age are not only technical, but also ethical. This thesis explores the ethical archiving of artists’ digital records through a case study of the records of Scott Leroux, whose digital archive was entrusted to the University of Manitoba Archives and Special Collections (UMASC). Leroux’s extensive digital footprint, spanning many devices and social media platforms, presented distinct challenges and opportunities in archival work. Ethical considerations in digital preservation are paramount, particularly regarding the management of sensitive content and intellectual property rights. By implementing technical strategies alongside participatory appraisal and arrangement strategies, within a larger feminist ethics of care framework, the integrity and relevance of Leroux’s records are maintained. My study underscores the pivotal role of metadata in making digital records discoverable and usable. Comprehensive metadata was crucial in offering context and ensuring appropriate access to Scott Leroux’s artistic legacy. This thesis promotes the adoption of feminist and decolonial approaches to digital archiving, highlighting the importance of community engagement and radical empathy in archival work.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.465
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

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

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.

Opus teacher head0.009
GPT teacher head0.199
Teacher spread0.190 · 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