MétaCan
Menu
Back to cohort
Record W2996591786 · doi:10.7202/1064988ar

More Enlightened Than Thou: The Dangers of Idealizing Knowledge in the Disciplines

2019· article· en· W2996591786 on OpenAlexvenueno aff
Wes Cecil

Bibliographic record

VenueSurfaces · 2019
Typearticle
Languageen
FieldArts and Humanities
TopicContemporary Literature and Criticism
Canadian institutionsnot available
Fundersnot available
KeywordsThouDisciplineIdentity (music)Context (archaeology)SociologyEpistemologySocial sciencePhilosophyTheologyAestheticsHistory

Abstract

fetched live from OpenAlex

In the context of the university's current identity crisis, this essay analyzes the implications of creating a "post-disciplinary" university. A critical discussion of texts by Frank Lentricchia, James Sosnoski, and Judith Butler reveals the institutional and epistemological stakes of postdisciplinary views of the University structure. Against this backdrop, the essay concludes by showing how idealizing knowledge as separable from all strife leads to a systematic underestimation of the disciplines' importance for the philosophical, physical, and administrative structures that undergird the university and the disciplines themselves.

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)0.032
metaresearch head score (Gemma)0.041
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.032
Threshold uncertainty score0.169

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0320.041
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0160.207
Scholarly communication0.0240.024
Open science0.0020.014
Research integrity0.0070.014
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 head0.027
GPT teacher head0.268
Teacher spread0.240 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
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

Citations0
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueSurfacesSame topicContemporary Literature and CriticismFrench-language works237,207