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Record W3187737306 · doi:10.5210/jbc.v45i1.10832

Guest Editor's Remarks

2021· article· en· W3187737306 on OpenAlex
Leila Lax

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Biocommunication · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicMedical History and Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsThe HolocaustScholarshipNazismLibrary scienceSociologyArt historyMedia studiesLawPolitical scienceHistoryComputer science

Abstract

fetched live from OpenAlex

The 2019 Toronto Symposium, THE VIENNA PROTOCOL: Medicine's Confrontation with Continuing Legacies of its Nazi Past, was sponsored by Biomedical Communications, Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto and the Neuberger Centre for Holocaust Education. https://www.holocaustcentre.com/hew-2019/the-vienna-protocol 
 Prof. Leila Lax, coordinated the Symposium and was inspired by its presenters to create an online collection of Holocaust education resources. She is grateful to the Editor-in-Chief, Gary Schnitz and the Journal of Biocommunication Management Board for their dedication to scholarship, ethics, and the advancement of knowledge, in support of this Special Issue, that deals with contemporary controversies from a dark time in history, that is part of our professional legacy - and memory. This Special Issue is dedicated to the memory of the victims portrayed in the Pernkopf atlas.
 Image credit: Table of Contents image provided by the Medical University of Vienna, MUW-AD-003250-5-ABB-151.

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.

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 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: Empirical · Consensus signal: none
Teacher disagreement score0.873
Threshold uncertainty score0.999

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.041
GPT teacher head0.292
Teacher spread0.251 · 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