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Record W4283317107 · doi:10.14516/ete.515

From Scarcity to Abundance: Illich’s Educational Critique and Indigenous Learning

2022· article· en· W4283317107 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueEspacio Tiempo y Educación · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Methods and Practices
Canadian institutionsBrandon UniversityQueen's University
Fundersnot available
KeywordsIndigenousConceptualizationContext (archaeology)ScarcitySociologyEnvironmental ethicsIndigenous educationDocumentationHistoryPolitical scienceEcologyArchaeologyPhilosophy

Abstract

fetched live from OpenAlex

This paper takes as a beginning point Ivan Illich’s radical work on education and schooling, which began with his posting to Puerto Rico as vice-rector of the Catholic University at Ponce, in Puerto Rico, in 1956. This work continued with the Centre for Intercultural Documentation (CIDOC), in Cuernavaca, Mexico, through the publication of Deschooling Society (1971) and beyond. Three distinct phases in Illich’s conceptualization of schooling and education are traced. For the purpose of this paper, I will term them de-mythologizing, radical scrutinizing, and re-tooling). In the third phase, Illich and his colleague Edward Reimer posited that what is actually needed in reconsidering education is to improve human interaction with the tool of education. This insight formed part of Illich’s 1973 book, Tools for Conviviality, in which he explored what such a project might look like. In this paper, this idea is pushed further. I offer some stories of Teme Augama Anishinaabe Elders from Turtle Island (North America) with whom I have worked for several years, along with my reflections, to suggest an altogether different view of learning and education, one which takes place in a context of abundance.

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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.779
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.024
GPT teacher head0.413
Teacher spread0.389 · 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