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Record W3168137565 · doi:10.33137/cjal-rcbu.v7.32145

"The IR is a Nice Thing But...": Attitudes and Perceptions of the Institutional Repository

2021· article· en· W3168137565 on OpenAlex
Nicole Doro

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Journal of Academic Librarianship · 2021
Typearticle
Languageen
FieldDecision Sciences
Topicscientometrics and bibliometrics research
Canadian institutionsMcMaster University
Fundersnot available
KeywordsPromotion (chess)PerceptionMedical educationPublic relationsScholarly communicationWork (physics)NiceResistance (ecology)PsychologyPolitical scienceMedicineEngineeringComputer sciencePublishing

Abstract

fetched live from OpenAlex

What attitudes and perceptions do faculty members, graduate students, and other stakeholders have regarding the institutional repository (IR)? I conducted a study at the University of Western Ontario through a survey of 316 participants from various faculties and in roles ranging from graduate students to tenured faculty members, followed by interviews with 10 faculty members and 3 librarians to discuss aggregate results from the survey. Results suggest a course of action for librarians who work with IRs, based on participants’ perceptions of barriers to use (branding, data ownership, resistance to open access (OA), alternative avenues for self-archiving) and elements of the IR participants enjoy and find motivating for use (continued access for graduates, dissertations and theses, pre-print literature reviews, satisfying OA mandates). Suggested next steps to promote IR uptake cover a number of different areas: mediated deposit; clarify benefits for faculty members; communication between library and users; opt-in features; tenure and promotion; enforcing OA mandates; and collaboration.

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)0.008
metaresearch head score (Gemma)0.023
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Bibliometrics, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.023
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.025
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0020.000
Research integrity0.0000.001
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 head0.323
GPT teacher head0.455
Teacher spread0.132 · 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