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Record W3080762030 · doi:10.31468/cjsdwr.785

Tooling up the Multi: Paying Attention to Digital Writing Projects at the Writing Centre

2020· article· en· W3080762030 on OpenAlex
Stephanie Bell, Brian Hotson

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueDiscourse and Writing/Rédactologie · 2020
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsYork University
Fundersnot available
KeywordsAffordanceProfessional writingSocial mediaAcademic writingComputer sciencePedagogyMultimediaSociologyMathematics educationPsychologyWorld Wide WebHuman–computer interaction

Abstract

fetched live from OpenAlex

With increasing regularity over the last decade, Canadian undergraduate students are being tasked with digital writing projects (DWPs), including wikis, blogs, video and audio essays, websites, and social media engagements. Currently, Canadian writing centres are silent about how DWPs are or might be supported within writing centre programming. To initiate the discussion, we asked our 2019 CWCA/ACCR conference workshop participants to consider ways of supporting a DWP in the writing centre. Our goal in the workshop, as well as in this paper, is to reflect on the ways writing centres are and can be supporting students working on digital writing projects. Workshop participants’ questions reveal several areas of attention beyond additional technology, including resources, pedagogical approaches, and writing centre programming and spatial design. Using this paper as an extension of our workshop, we examine the literature on digital and multimodal writing (which is largely American). It is in this literature that we find implications for building writing centre supports, involving both programs and spaces that foster student efforts to recognize media/modal affordances, develop and engage in design thinking, and build self-efficacious beliefs.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.549
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.228
GPT teacher head0.466
Teacher spread0.238 · 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