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Markham J. Geller and Strahil V. Panayotov, Mesopotamian Eye Disease Texts

2022· article· en· W4292111379 on OpenAlexvenueno aff
Franziska Desch

Bibliographic record

VenueAestimatio Sources and Studies in the History of Science · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicAncient Near East History
Canadian institutionsnot available
Fundersnot available
KeywordsLibrary scienceNational libraryPublishingClassicsHistoryArtLiteratureComputer science

Abstract

fetched live from OpenAlex

In spite of an abundance of primary sources, the study of the history of medicine in ancient Near Eastern cultures has never gained as much attention as other genres and texts concerning those cultures. Thus, most of the material is published in copies of the cuneiform texts but not as transcripts or translations, making it hard to access for a broader range of scholars. In recent years, however, the research project BabMed (Babylonische Medizin, 2013–2018), funded by the European Research Council, has focused on editing and publishing those tablets. The book presented here is part of its output. Reviewed by: Franziska Desch, Published Online (2022-07-31)Copyright © 2022 by Franziska DeschArticle PDF Link: https://jps.library.utoronto.ca/index.php/aestimatio/article/view/39094/29781 Corresponding Author: Franziska Desch,Berliner AntikekollegE-Mail: franziska.desch@berlinerantikekolleg.org

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.838
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.010
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 head0.061
GPT teacher head0.262
Teacher spread0.200 · 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; both teacher heads agree on what is shown here.

Study designQualitative
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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