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Record W4392089263 · doi:10.1017/9781846151231.009

Stylometry and the Provenance of De doctrina christiana

2002· other· en· W4392089263 on OpenAlexaboutno aff
John Rumrich

Bibliographic record

Venuenot available
Typeother
Languageen
FieldComputer Science
TopicAuthorship Attribution and Profiling
Canadian institutionsnot available
Fundersnot available
KeywordsProvenanceStylometryPhilosophyGeologyLinguisticsPaleontology

Abstract

fetched live from OpenAlex

THE question of Milton's authorship of De doctrina christiana has occupied the attention of Milton scholars for more than a decade now. The initial challenge to Milton's authorship came from William Hunter at a session of the International Milton Symposium in Vancouver, 1991. After Hunter's argument appeared in print, Christopher Hill and Maurice Kelley vigorously contested Hunter's claims. Despite the immense authority of his opponents and their deeply informed rebuttals, the seeds of doubt planted by Hunter have flourished in subsequent Milton scholarship. When citing De doctrina christiana to support or amplify an argument about Milton's writings, politic critics now include heavily annotated qualifications and disclaimers, taking care to thank Professor Hunter for inspiring a fresh inspection of the treatise in question. The continuing hesitation among Milton scholars owes not so much to Hunter's persistence, however, not after the trenchant replies with which his challenge has been met, as it does to the efforts of a self-begot committee of experts, mostly British, led by Thomas Corns and Gordon Campbell. Six years after Hunter's original challenge, this committee produced a bulky, equivocal report that brought quantitative analysis to bear on the question of provenance and concluded by denying the reliability of De doctrina christiana as a guide to Milton's beliefs and endorsing skepticism as to the authorship of the treatise. Because the membership of this committee includes key organizers of recent international Milton symposia, as well as other institutionalized occasions devoted to Milton studies, those who do not value the challenge to Milton's authorship and find the committee's conclusions dubious, have found it heavy going. Three of the report's eight conclusions are critical to the case against use of the treatise in elucidating Milton's other works: iv) The manuscript [of De doctrina christiana ] has two principal strata, an ur- text and a transformation of that text effected by a process of revision which primarily consisted of the accretion of material by Milton. v) Some parts of the manuscript show more evidence of Miltonic composition than others; some parts may be wholly of Miltonic origin; others show stylometric characteristics unlike Milton's; much of the manuscript probably constitutes a Miltonic appropriation and transformation that finds precedent in Milton's practice in the production of the Artis logicae ….

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.796
Threshold uncertainty score0.387

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.011
GPT teacher head0.232
Teacher spread0.221 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2002
Admission routes1
Has abstractyes

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