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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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.586
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.025
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 teacher head, 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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