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Record W4317706952 · doi:10.21432/cjlt28123

(Re)Framing Our Frames: Architectonics, Intertextuality, and the Scholarship of Integration in Online Education

2023· article· en· W4317706952 on OpenAlex
Jeremy Dennis

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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian Journal of Learning and Technology · 2023
Typearticle
Languageen
FieldComputer Science
TopicDigital Education and Society
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipIntertextualityOperationalizationFraming (construction)Convergence (economics)EpistemologySociologyTechnological convergenceComputer sciencePolitical scienceLinguisticsPhilosophyEngineering

Abstract

fetched live from OpenAlex

The pandemic of 2020 has renewed interest in technology as an integrative agent in higher education. However, advancements in technology continue to outpace the scholarship of integration in SoTL, even though Ernest Boyer valued it as a continuous area of study. This article calls for a reconsideration of Boyer’s appreciation of integration as convergence or intertextuality. Intertextuality and its digital correlate, hypertextuality, operationalize online education. Yet, they are often ignored as models of convergence. This relational paradox signals a need for a discourse and framework that help us to conceptualize the inherently integrative nature of knowledge and online education. To address this deficit, this literature review introduces Peircean architectonics as the paradigm that reframes our understanding of convergence and illuminates its actualization in Terry Anderson’s prototype for online education. Architectonic logic enriches this model and provides us with a philosophy of convergence that revalues and advances the scholarship of integration.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.816
Threshold uncertainty score0.224

Codex and Gemma teacher scores by category

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

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 head0.017
GPT teacher head0.297
Teacher spread0.279 · 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