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Record W4417233670 · doi:10.1017/9781805437826.010

APPENDIX 2: KNOWN MANUSCRIPTS OF THE VOX CLAMANTIS

2025· book-chapter· W4417233670 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typebook-chapter
Language
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFifteenthAutographImage manipulationQuarter (Canadian coin)

Abstract

fetched live from OpenAlex

(Bracketed letters indicate sigils assigned to each MS by G.C. Macaulay.) Twelve manuscripts of the Vox Clamantis are currently known. These are: 1. Dublin, Trinity College, MS D.4.6 (214). First quarter of the fifteenth century. [T] Contains Quia unusquisque . One of two witnesses of (apparently) the earliest form of the poem, Hatfield House being the other (see below). A poor copy with significant scribal errors. 2. Glasgow, University Library, Hunterian MS 59 (T.2.17). Ca. 1400. [G] Contains Cronica Tripertita , Quia unusquisque , Carmen super multiplici viciorum pestilencia , De lucis scrutinio , Est amor , O deus immense , Ecce patet tensus , Rex celi deus (preceded by “Nota Epistolam quam Johannes Gower dum adhuc vixit in laudem Serenissimi principis sui Henrici quarti statim post coronacionem suam ad modum orationis forma subsequente deuote composuit. R [similar small initial] Ex celi deus et dominus qui tempora solus”), O recolende , H. aquile pullus , Quicquid homo scribat [ In fine ], Unanimes esse , Henrici Regis annus fuit , Presul ouile regis , Cultor in ecclesia , Dicunt scripture , Traitié pour ensampler les amantz marietz ; Eneidos bucolis (probably by Gower), full-page archer image with verses Ad mundum mitto (fol. 6v), full page image of a draped bier, two angels above holding shield bearing Gower arms, verses Ora [ ntibus ] pro anima [ Armigeri scutum ] (fol. 129v), blot (possibly erased) of a third, fullpage image now missing and too blurred to identify (fol. 131v).

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)0.008
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.709
Threshold uncertainty score0.415

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0070.007
Science and technology studies0.0020.000
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.7090.438

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 head0.040
GPT teacher head0.197
Teacher spread0.157 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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