MétaCan
Menu
Back to cohort
Record W2992611990

Dropping Question Marks: War Art, Leadership, the Canadian Forces and Afghanistan

2017· article· en· W2992611990 on OpenAlexaboutno aff
Gertrude Kearns

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary, Security, and Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceOperations researchManagementEngineeringEconomics
DOInot available

Abstract

fetched live from OpenAlex

As a contemporary war artist, Gertrude Kearns presents interpretive challenges to the commemoration and contextualization of controversial aspects of Canadian military history, both from her personal perspective and in terms of the institutional responsibilities associated with meaningful public presentations of war art. In the context of her decade-long Afghan War senior leadership series, and with reference to earlier Somalian and Balkan works, in this article she discusses the appropriateness of her selected subject matter as well as her own responsibility as a war artist in dealing with everything from disturbing and regular subjects to mission concept. Kearns reviews accountability, her work both officially and unofficially with Canadian personnel, and offers diverse military and civilian perspectives on her independent research approach and decisions as a civilian war artist working with specific Canadian Forces military topics and events.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.826
Threshold uncertainty score0.988

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 studies0.0130.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.047
GPT teacher head0.279
Teacher spread0.232 · 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
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueScholars Commons (Wilfrid Laurier University)Same topicMilitary, Security, and Education StudiesFrench-language works237,207