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Record W4413908195 · doi:10.1075/sin.28.11kom

Plurality, synthesis, and collaboration in Haudenosaunee histories of reading, writing, andpublishing

2025· book-chapter· en· W4413908195 on OpenAlexaff
Nyssa Komorowski

Bibliographic record

VenueStudies in narrative · 2025
Typebook-chapter
Languageen
FieldArts and Humanities
TopicCaribbean and African Literature and Culture
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPublishingReading (process)HistoryComputer scienceLiteratureLinguisticsArtPhilosophy

Abstract

fetched live from OpenAlex

Abstract Conversations around orality and literacy often presume that practices of writing and reading in phonetic codes create more sophisticated, objective, and precise ways of communicating ideas than Native North American oral traditions. This framework creates a false opposition between writing and speaking. How Haudenosaunee writers have adapted written text to support and maintain orality is discussed here by examining peritexts of seminal traditions published by Haudenosaunee writers. I will respond to some scholarly interpretations of these texts by re-interpreting the issue of orality and literacy in terms of how Haudenosaunee oral culture may have influenced Haudenosaunee textual culture. At stake is the way that we imagine the relationship between orality and literacy: do these modes of communication clash, or complement each other?

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)0.006
metaresearch head score (Gemma)0.007
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 score0.022
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0220.025
Scholarly communication0.0100.005
Open science0.0010.007
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.029
GPT teacher head0.284
Teacher spread0.255 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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