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Record W7022485765

9780472902422.pdf

2021· other· en· W7022485765 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueOAPEN (The OAPEN Foundation) · 2021
Typeother
Languageen
FieldComputer Science
TopicText and Document Classification Technologies
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaJackman Humanities Institute, University of Toronto
KeywordsEugenicsContext (archaeology)PopulationIdentity (music)CategorizationIndigenousPerceptionEmbodied cognition
DOInot available

Abstract

fetched live from OpenAlex

"Embodied Archive focuses on perceptions of disability and racial difference in Mexico’s early post-revolutionary period, from the 1920s to the 1940s. In this period, Mexican state-sponsored institutions charged with the education and health of the population sought to strengthen and improve the future of the nation, and to forge a more racially homogeneous sense of collective identity and history. Influenced by regional and global movements in eugenics and hygiene, Mexican educators, writers, physicians, and statesmen argued for the widespread physical and cognitive testing and categorization of schoolchildren, so as to produce an accurate and complete picture of “the Mexican child,” and to carefully monitor and control forms of unwanted difference, including disability and racialized characteristics. Differences were not generally marked for eradication—as would be the case in eugenics movements in the US, Canada, and parts of Europe—but instead represented possible influences from a historically distant or immediate reproductive past, or served as warnings of potential danger haunting individual or collective futures. Weaving between the historical context of Mexico’s post-revolutionary period and our present-day world, Embodied Archive approaches literary and archival documents that include anti-alcohol and hygiene campaigns; projects in school architecture and psychopedagogy; biotypological studies of urban schoolchildren and indigenous populations; and literary approaches to futuristic utopias or violent pasts.  It focuses in particular on the way disability is represented indirectly through factors that may have caused it in the past or may cause it in the future, or through perceptions and measurements that cannot fully capture it. In engaging with these narratives, the book proposes an archival encounter, a witnessing of past injustices and their implications for the disability of our present and future."

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.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.979
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0030.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.7410.829

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 head0.020
GPT teacher head0.264
Teacher spread0.244 · 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