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Record W2731953178 · doi:10.3138/jsp.48.4.199

Strategies for Publishing in the Humanities: A Senior Professor Advises Junior Scholars

2017· article· en· W2731953178 on OpenAlexvenueno aff
Miroslava Chávez‐García

Bibliographic record

VenueJournal of Scholarly Publishing · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicUniversity Challenges and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsPublishingPromotion (chess)SociologyFocus (optics)Political scienceMedia studiesLawPolitics

Abstract

fetched live from OpenAlex

This essay provides an introduction to publishing in the humanities for junior scholars at the start of their careers and beyond. It reflects on how our relationships to publishing change along our career paths. Indeed, while the focus on publications is significant during our junior years and continues after tenure, the pressure feels more intense and the possibility of publishing for promotion to full professor seems more elusive at the same time. The author confesses her own struggle in writing a second book. Transcending that hurdle—from associate to full—is, arguably, the most difficult challenge for most academics, particularly for women of colour, whose numbers remain abysmal at the rank of full professor. The essay provides a number of insights and strategies, taken from the author's experiences, discussions with other academics, and research, for successful publishing and promotion in the academy.

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)0.042
metaresearch head score (Gemma)0.072
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: Incentives · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.966
Threshold uncertainty score0.222

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0420.072
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0380.017
Scholarly communication0.0340.022
Open science0.0040.023
Research integrity0.0090.014
Insufficient payload (model declined to judge)0.0120.004

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 head0.106
GPT teacher head0.344
Teacher spread0.238 · 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 designNot applicable
DomainIncentives
GenreCommentary

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

Citations5
Published2017
Admission routes1
Has abstractyes

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