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Record W4207019055 · doi:10.33137/rr.v44i3.37993

De Doctrina Christiana and Milton’s Canonical Works: Revisiting the Authorship Question

2022· article· en· W4207019055 on OpenAlexvenueno aff
James M. Clawson, Hugh F. Wilson

Bibliographic record

VenueRenaissance and Reformation · 2022
Typearticle
Languageen
FieldComputer Science
TopicAuthorship Attribution and Profiling
Canadian institutionsnot available
Fundersnot available
KeywordsStylometryScholarshipLiteratureDissentPhilosophyArtLinguisticsLawPolitical science

Abstract

fetched live from OpenAlex

Since the discovery of De Doctrina Christiana almost 150 years after John Milton’s death, the Latin manuscript has commonly been attributed to the English writer—but not without controversy. For many scholars, the most recent phase of the debate seemed to end with the 2007 publication of Milton and the Manuscript of De Doctrina Christiana, which used stylometry to argue confidently for Milton’s authorship. This article is presented in dissent. Prompted by disjunctures in style and substance between the treatise and Milton’s canonical works, we revisit the authorship question. Using the complete text from the manuscript, a broader selection of candidates, and newer stylometric methods, we show some limitations of the earlier approach. Finally, drawing upon a neglected tradition of scholarship, we suggest that Jeremias Felbinger is a more plausible candidate for authorship, and we evaluate his candidacy through multiple stylometric tests.

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)0.017
metaresearch head score (Gemma)0.127
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.127
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0110.021
Science and technology studies0.0060.017
Scholarly communication0.0120.013
Open science0.0010.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.021
GPT teacher head0.273
Teacher spread0.252 · 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 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

Citations4
Published2022
Admission routes1
Has abstractyes

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