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Record W3137352314 · doi:10.5871/jba/009.073

Transforming knowledge by editing texts: the Auctores Britannici Medii Aevi and medieval British university philosophy

2021· article· en· W3137352314 on OpenAlexaff
John Marenbon

Bibliographic record

VenueJournal of the British Academy · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Philosophy and Science
Canadian institutionsTrinity College
Fundersnot available
KeywordsTransformative learningFocus (optics)Character (mathematics)EpistemologyLiteratureSociologyPhilosophyArtMathematics

Abstract

fetched live from OpenAlex

Editing texts is an activity fundamental to research in the history of philosophy, but individual editions, however important, rarely transform knowledge. It is argued here, however, that, taken as a whole, the British Academy�s Auctores Britannici Medii Aevi series does have this transformative effect. The project is reaching a new understanding of an important, but often neglected, area of the history of philosophy. After a brief survey of the British philosophers and theologians of the 13th and 14th century, the character of the series is described, and it is shown that it has a well-defined focus, and brings valuable but neglected philosophical material to light and explores distinctive themes. It is also argued that there is another side to this transformation, through methodological innovation in editing, as illustrated in the series.

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)0.003
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.992
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0080.013
Scholarly communication0.0090.002
Open science0.0010.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0060.001

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 head0.025
GPT teacher head0.218
Teacher spread0.193 · 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
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

Citations1
Published2021
Admission routes1
Has abstractyes

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