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Record W4411917494 · doi:10.25071/1916-4467.40838

Art Conservation and its Curriculum as Relational Mystery

2025· article· en· W4411917494 on OpenAlexvenueno aff
Nadine M. Kalin, Scott Peck

Bibliographic record

VenueJournal of the Canadian Association for Curriculum Studies · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumSociologyEnvironmental ethicsEpistemologyPedagogyPhilosophy

Abstract

fetched live from OpenAlex

Art conservation practices tend to adhere to Eurocentric reductionism and rationalism that have dominated Western sciences and education, negating subjectivity and experience as knowledge sources. Aoki called for mysterious and generative middles between planned and live(d) curriculum to be indwelled through meditation, expanding curriculum to include individual lifeworlds and relations. This study mobilizes Foucauldian death meditation to destabilize and further expand curriculum by indwelling on death in life from the mysterious middles between human art conservators and more-than-human art objects. Bringing together neo-materialist and Indigenous perspectives, we reconfigure current limits of art conservation to consider agency, intra-action and permeability of human and non-human lifedeath. In the care of artwork by conceptual artists Komar and Melamid—intentionally created to disintegrate—meditations of attending and mourning reach toward more response-able forms of art conservation practice and curriculum. We propose an art conservation curriculum of relational mystery using death meditation entangled with conundrums of art mourning to deepen students’ enchantment with unfathomable aspects of lifedeath, thereby invigorating teaching and conserving with mystery.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.014
Scholarly communication0.0050.003
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.062
GPT teacher head0.265
Teacher spread0.202 · 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 designTheoretical or conceptual
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 abstractyes

Explore more

Same venueJournal of the Canadian Association for Curriculum StudiesSame topicCultural Heritage Management and PreservationFrench-language works237,207