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Record W4385594467 · doi:10.59962/9780774832816-002

Acknowledgments

2016· book-chapter· en· W4385594467 on OpenAlexfundaboutno aff

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2016
Typebook-chapter
Languageen
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of Ottawa
KeywordsHistory

Abstract

fetched live from OpenAlex

Edited collections are so much more than the sum of their parts.Mobilizing Metaphor is the product of a conversation we had about what was missing in the field of critical disability studies in Canada.We had this discussion at one of our first meetings, when we didn't know each other very well.The discussion evolved over time into a workshop and ultimately this collection.It feels strange to acknowledge each other, but our friendship is the foundation of our work.We would like to thank our stellar cast of contributors, which includes disability activists, artists, and senior and emerging scholars from across the country.We were honoured to work with such a talented and diverse group, who are passionate about art, disability, and politics in different ways.From the moment we invited them to contribute, they have been steadfast in their commitment to seeing this project to completion.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.682
Threshold uncertainty score0.998

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 studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.027
GPT teacher head0.233
Teacher spread0.206 · 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
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
Published2016
Admission routes2
Has abstractyes

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