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Record W7069194611

English Report

2003· article· en· W7069194611 on OpenAlexaboutno aff

Bibliographic record

VenueÉrudit (Université de Montréal) · 2003
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMachine Learning in Bioinformatics
Canadian institutionsnot available
Fundersnot available
KeywordsExhibitionPaintingSubject (documents)IrishEvent (particle physics)SAINTThe Imaginary
DOInot available

Abstract

fetched live from OpenAlex

The Death of General Wolfe has been in the collection of the New Brunswick Museum since 1928, but it has never been displayed before at the museum's Market Square location.This installation also marks the painting's return to Saint John after a three year hiatus at the Canadian Conservation Institute (CCI).The results of this restoration are spectacular.The painting looks as if it was completed yesterday.No one is really sure of the exact date the painting was completed, but it was first pubbcly shown at Royal Academy exhibition in 1776, where it was the subject of some controversy.The Irish born James Barry saw himself as a worthy competitor to his more famous colleague, the American born Benjamin West.Both were working in London at the end of the 18th century.West had shown his version, now in the National Gallery of Canada, of the famous event at the Academy's 1770 exhibition to much critical acclaim.Barry thought that his painting would promote similar results.Alas, it was not to

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.172
Threshold uncertainty score0.508

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.003
GPT teacher head0.163
Teacher spread0.161 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2003
Admission routes1
Has abstractyes

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