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Record W4385983882 · doi:10.3726/med.2022.01.145

<i>New Perspectives on Thomas of Ireland’s Manipulus florum: Nouvelles perspectives sur la Manipulus florum de Thomas d’Irlande</i>, ed. Jacquelle Hamesse, María-José Muñoz Jiménez, and Chris L. Nighman. Toronto: Pontifical Institute of Mediaeval Studies, 2019, x, 254 pp.

2022· article· en· W4385983882 on OpenAlexaboutno aff
Andrew Breeze

Bibliographic record

VenueMediaevistik · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicMedieval Literature and History
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesClassicsFeelingArtPhilosophyEpistemology

Abstract

fetched live from OpenAlex

Abstract: In the first volume of his Religious Orders (1948), David Knowles commented on how mendicant texts (once thought “to lack all interest and significance”) had come to be seen as possessing a “keen and powerful intelligence” resembling that of Parmenides or Aristotle. In a contribution to The English Library before 1700 (1958), R. M. Wilson of Sheffield described Manipulus florum as “completed in 1306 by a certain Thomas of Ireland” and said no more. So, this Toronto volume is proof of an astonishing revolu­tion. Writers formerly all but forgotten now receive minute investigation by scholars of international repute. The objective is praiseworthy. It makes the thoughts and feelings of the Middle Ages more familiar, above all as regards medieval attitudes to classical and patristic authorities.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.756
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.240
Teacher spread0.224 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

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