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Le Moyen Âge et les sciences edited by Danielle Jacquart and Agostino Paravicini Bagliani

2023· article· en· W4387229801 on OpenAlexvenueno aff
C. Philipp E. Nothaft

Bibliographic record

VenueAestimatio Sources and Studies in the History of Science · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies in Science
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipSilenceSubtitleDiversity (politics)PublishingArtArt historyLibrary scienceHumanitiesClassicsSociologyHistoryAnthropologyPhilosophyLiteraturePolitical scienceComputer scienceAestheticsLawLinguistics

Abstract

fetched live from OpenAlex

Since the appearance of its first volume in 1993, Micrologus, a periodical published by the Società Internazionale per lo Studio del Medioevo Latino (SISMEL) under the editorial aegis of Agostino Paravicini Bagliani, has developed into a significant forum for historical scholarship on medieval ideas about/approaches bearing on the natural world and their social settings—as indicated in the subtitle Nature, Sciences and Medieval Societies. Known for its annual volumes on themes such as “the Human Skin” and “Silence”, Micrologus has maintained a consistent approach of publishing the proceedings of highly focused academic colloquia rather than going down the conventional route of a submission-based journal. A broadly similar thematic outlook combined with a greater diversity of formats has come to characterize Micrologus Library, a companion book series launched in 1998 and now exceeding 110 volumes. Its entries have included proceedings volumes, single-author essay collections, textual editions, and a few monographs.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.998
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0020.002
Scholarly communication0.0060.002
Open science0.0000.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0160.005

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 head0.113
GPT teacher head0.307
Teacher spread0.194 · 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 designTheoretical or conceptual
Domainnot available
GenreReview

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
Published2023
Admission routes1
Has abstractyes

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