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Record W4413017284 · doi:10.22215/etd/2025-16519

Craft In Transition: Integrating Digital Fabrication with Traditional Ceramics in Canadian Design

2025· dissertation· en· W4413017284 on OpenAlexaboutno aff
kimia Tajmirriahi

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldArts and Humanities
TopicCrafts, Textile, and Design
Canadian institutionsnot available
Fundersnot available
KeywordsCraftFabricationTransition (genetics)CeramicEngineeringArchitectural engineeringMechanical engineeringVisual artsMaterials scienceArtComposite materialChemistry

Abstract

fetched live from OpenAlex

This research explores how digital fabrication—specifically 3D clay printing—shapes the meaning and practice of craftsmanship in Canadian ceramic design. The study investigates how digital tools interact with traditional processes and how emerging designers engage with this hybrid way of making. Emphasizing material knowledge, tactile experience, and authorship, it examines the evolving role of the maker in a digitally mediated environment. Using a practice-led approach—including autoethnographic reflection, object reconstruction, and semi-structured interviews—the study found that digital fabrication reframes rather than replaces traditional craft knowledge. While 3D printing offers precision and efficiency, it also requires material sensitivity and iterative problem-solving. Findings show that craftsmanship now involves a blend of physical and digital skills, shaped through experimentation, reflection, and collaboration. This hybrid practice opens new pathways for redefining craft in design education and practice. Keywords: 3D Clay Printing, Craftsmanship, Digital Fabrication, Canadian Ceramics, Material Knowledge, Hybrid Practice

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.069
Threshold uncertainty score0.497

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0130.008
Scholarly communication0.0070.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0140.001

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 head0.039
GPT teacher head0.219
Teacher spread0.180 · 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 designQualitative
Domainnot available
GenreEmpirical

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 abstractno

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