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Record W2564609655 · doi:10.1080/10572317.2016.1243968

Orientation for New Faculty About Tenure and Promotion: Standards and the Review Process

2016· article· en· W2564609655 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe International Information & Library Review · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsPromotion (chess)AcknowledgementPublic relationsProcess (computing)SociologyWorkforceJudgementPolitical scienceLibrary sciencePsychologyComputer scienceLaw

Abstract

fetched live from OpenAlex

Column Editor's NotesThis feature column, written by C. Jeffrey Belliston from Brigham Young University (BYU) in the United States of America (USA) takes up the challenge issued in the inaugural Library Workforce column. The article discusses the collegial process for tenure and/or promotion and highlights a critical process in the life cycle of the academic librarian. Using the lens of the BYU experiences, Belliston overviews and discusses tenure and promotion processes, which can be for the academic librarian with faculty status, both a familiar process and at the same time, an equally mysterious and stressful process.Beyond the library at the institutional level, the tenure and/or promotion process recognizes and establishes the academic librarian as part of The Academy. Imbedded in the process is shared responsibilities for the academic librarian, the library and the institution to work together to ensure career progression and success. For example, the University of Saskatchewan in Canada recognizes the status and importance of both processes in university-level standards, prefaced with following acknowledgement and commitment: The award of tenure represents a long-term commitment of the university to a faculty member. It is a status granted as a result of judgement, by one's peers, on both the performance of academic duties and the expectation of future accomplishments. Promotion of colleagues involves an assessment of their success in performing their academic duties and an evaluation of the likelihood of future accomplishments (University of Saskatchewan Standards for Promotion and Tenure, accessed at: http://library.usask.ca/info/libstandards2015.pdf).I invite further contributions on this or related lifecycle topics. Please submit articles for this column to the editor at vicki.williamson@usask.ca

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.778
Threshold uncertainty score0.982

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.031
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.028
GPT teacher head0.359
Teacher spread0.331 · 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