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Record W4392406526 · doi:10.5210/spir.v2023i0.13537

DISPATCHES FROM THE EARLY INTERNET: HISTORIES, IMAGINARIES, AND ARCHAEOLOGIES

2023· article· en· W4392406526 on OpenAlexaffabout
Alexander Rudenshiold, Avery Dame-Griff, Liam MacLean, Katie Mackinnon

Bibliographic record

VenueAoIR Selected Papers of Internet Research · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicDigital Humanities and Scholarship
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsThe InternetHistoryMedia studiesInternet privacySociologyWorld Wide WebComputer science

Abstract

fetched live from OpenAlex

This panel charts disparate histories of early internet formations: building from and contributing to the growing body of work which operates across technical interfaces, infrastructures, and cultures of use to paint a more complete picture of how internet and computing cultures, as we now know them, came to be. Taking an interdisciplinary approach, these accounts work against hegemonic, top-down, “revolutionary” narratives of historical internet cultural and infrastructural development. Rather than revolutionary, this collection of papers views the development of new media as a sort of continual updating of technological norms through existing neoliberal logics. In case studies ranging from transgender identity to furry infrastructure, from German leftism to Canadian youth culture – this research offers new interventions, drawing from across geographies and temporalities and further problematizing the popular framing of any singular “internet.”

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.723
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.003
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.078
GPT teacher head0.284
Teacher spread0.207 · 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
Published2023
Admission routes2
Has abstractyes

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