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Record W7074210436

Museums, Modernity and Conflict: Museums and Collections in and of War since the Nineteenth Century

2020· article· en· W7074210436 on OpenAlexaboutno aff

Bibliographic record

VenueLincoln Repository (University of Lincoln) · 2020
Typearticle
Languageen
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsnot available
Fundersnot available
KeywordsModernityVariety (cybernetics)State (computer science)Spanish Civil WarFirst world war
DOInot available

Abstract

fetched live from OpenAlex

Museums, Modernity and Conflict examines the history of the relationship between museums, collections and war, revealing how museums have responded to and been shaped by war and conflicts of various sorts.Written by a mixture of museum professionals and academics and ranging across Europe, North America and the Middle East, this book examines the many ways in which museums were affected by major conflicts such as the World Wars, considers how and why they attempted to contribute to the war effort, analyses how wartime collecting shaped the nature of the objects held by a variety of museums, and demonstrates how museums of war and of the military came into existence during this period. Closely focused around conflicts which had the most wide-ranging impact on museums, this collection includes reflections on museums such as the Louvre, the Stedelijk in the Netherlands, the Canadian War Museum and the State Art Collections Dresden.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.058
Threshold uncertainty score0.115

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.007
Science and technology studies0.0110.020
Scholarly communication0.0100.008
Open science0.0010.008
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0140.001

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 head0.015
GPT teacher head0.204
Teacher spread0.188 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2020
Admission routes1
Has abstractyes

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