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Record W3043308187 · doi:10.1080/07294360.2020.1792847

On being reviewed: from ghosts that haunt in isolation toward connection and unexpected agency

2020· article· en· W3043308187 on OpenAlexaffabout
Cecile Badenhorst, Sarah Pickett, Christine Arnold, Leah Lewis, Dorothy Vaandering, Heather McLeod, Jan Buley, Karen Goodnough, Kimberly Maich, Sharon Penney, Gabrielle Young

Bibliographic record

VenueHigher Education Research & Development · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Practises and Engagement
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsCollegialityAgency (philosophy)DignityCreativityFeelingIsolation (microbiology)SociologyNarrativeAutoethnographyPersonal narrativePsychologyPedagogySocial psychologyGender studiesPolitical scienceSocial scienceLaw

Abstract

fetched live from OpenAlex

Our group of early- and mid-career women faculty members in a mid-sized Canadian university examined the peer review process and our experiences of being reviewed. Using post-structural feminist literature, we theorised how subjectivities are shaped by the pressures of neoliberal incursions into university work. The impact of peer review can be severe and feel highly personal. The peer review system contains assumptions that create conditions for misuse: that reviewers have expertise and that notions of quality scholarly work are shared; that they will be supportive and intellectually ethical; and that they will encourage innovation. We engaged with what it feels like to be reviewed through using collaborative autoethnography as a methodology, and narrative and poetic inquiry as data as well as methods of analysis. We found that how a writer received a review depended on the amount of respect and collegiality in the reviewer’s language. Uninformed critical review comments appeared to be particularly damaging. We also found the obscure nature of the process meant that misunderstandings characterised our experiences. Many of us suffered feelings of powerlessness, a homogenisation of writing style, and a decrease in creativity. However, we also found solace and agency in sharing our stories. We shared our experiences within a relational holding space drawing on an ethic of care where well-being flourished, and in which there was an equality of respect, dignity, and mutual concern. We argue this perspective has potential to be applied more broadly to review processes.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.052
metaresearch head score (Gemma)0.217
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Evaluation · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.948
Threshold uncertainty score0.274

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0520.217
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.003
Science and technology studies0.0430.056
Scholarly communication0.0300.017
Open science0.0040.025
Research integrity0.0060.011
Insufficient payload (model declined to judge)0.0030.002

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 head0.170
GPT teacher head0.436
Teacher spread0.266 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designQualitative
DomainEvaluation
GenreEmpirical

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

Citations3
Published2020
Admission routes2
Has abstractyes

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