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Medieval Manuscripts

2019· reference-entry· en· W4230184396 on OpenAlexaff
Mark Faulkner

Bibliographic record

Venuenot available
Typereference-entry
Languageen
FieldArts and Humanities
TopicMedieval Literature and History
Canadian institutionsTrinity College
Fundersnot available
KeywordsPhilologyIrishClassicsScholarshipMedieval studiesCeltic languagesGermanWelshVariety (cybernetics)LiteratureHistoryPalaeographyMedieval literatureLiterary criticismCollationArtLinguisticsSociologyPhilosophyComputer scienceArchaeology

Abstract

fetched live from OpenAlex

Scholars studying medieval manuscripts work in a variety of disciplines, from literary atudies to history to linguistics to art history to classics. Publications in all these areas use manuscripts and offer important findings about medieval manuscripts. In addition to its practice within different fields, much of the study of medieval manuscripts is strongly interdisciplinary, using techniques native to the study of the medieval book like codicology and paleography, alongside text critical-methods originally developed in classics and refined there, in literary studies and in history, visual analysis pioneered in art history, and philological methods now found in literary studies and linguistics. Insofar as the study of medieval manuscripts has a unified goal, it is to describe and explain the production and use of manuscripts and the textual culture associated with them, generating primary data that assists in the writing of literary, cultural, and linguistic history. Given the breadth of the field, this Oxford Bibliographies entry must necessarily be selective. It focuses primarily on manuscripts of British and Irish literature in English (manuscripts of texts in Irish, Welsh, and other Celtic languages being specialist fields of study in their own right). As a consequence, the vast majority of the material listed is in English, though scholarship on medieval manuscripts is also published in French, Italian, and German, as well as other languages. After sections devoted to General Overviews, Reference Works, Textbooks, Anthologies, Bibliographies and Journals, the bibliography presents lists of Catalogues of Manuscripts and Facsimiles, which are two of the most important tools for medieval book historians. It finishes with lists of works relevant to the major subdisciplines of medieval book history, Codicology (the study of the physical structure of manuscripts); paleography, the study of Scripts used in those manuscripts; as well as studies of Scribal Practice and Manuscript Culture; and works concerned with Ownership and Provenance.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.909
Threshold uncertainty score0.304

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.005
Science and technology studies0.0030.002
Scholarly communication0.0080.003
Open science0.0010.003
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0910.015

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 head0.051
GPT teacher head0.232
Teacher spread0.181 · 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
GenreOther

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

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