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Introduction

2023· book-chapter· en· W4389920464 on OpenAlexvenueno aff
Andrew Prescott, Alison Wiggins

Bibliographic record

VenueArchives · 2023
Typebook-chapter
Languageen
FieldArts and Humanities
TopicDigital and Traditional Archives Management
Canadian institutionsnot available
FundersArts and Humanities Research Council
KeywordsMetaphorSet (abstract data type)Object (grammar)Power (physics)SociologyHistoryComputer scienceLinguisticsArtificial intelligencePhilosophy

Abstract

fetched live from OpenAlex

Abstract This introduction outlines the vision set out by the thirty-five chapters that follow in this volume, Archives: Power, Truth, and Fiction. It emphasizes the urgent need for approaches to the archives that are interdisciplinary, global, cross-cultural, and that reach across professional knowledge siloes. We describe the ubiquitous and pluralistic character of the archive, which is both metaphor and material substance, framework and fission, and is continually evolving and being remade. The themes of ‘Power’ and of ‘Truth and Fiction’ that are highlighted in the title to this volume are here set in their larger intellectual contexts and the approaches taken by the various contributors are indicated. We outline the perceived advantages of our chosen structure in six thematic sections, which traverse periods, places, and professions and are designed to prioritize a concern with archives as process and performance: Conceptions, Frameworks, Materialities, Encounters & Evolution, Narrators, and Erasures & Exclusion. Our closing ‘coda’ analyses one iconic archival object, The Domesday Book, as an archival microcosm.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.441
Threshold uncertainty score0.999

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)0.0020.006

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 head0.034
GPT teacher head0.184
Teacher spread0.150 · 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 designTheoretical or conceptual
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

Citations0
Published2023
Admission routes1
Has abstractyes

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