MétaCan
Menu
Back to cohort
Record W4400589421 · doi:10.1386/9781789389166_6

Sensory Learning in Cultural Institutions: Sensory Experience, Aesthetic Sensibility and Intercultural Learning in Garden Settings

2024· book-chapter· en· W4400589421 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueArtwork scholarship · 2024
Typebook-chapter
Languageen
FieldAgricultural and Biological Sciences
TopicDiverse Educational Innovations Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSensibilitySensory systemAestheticsPsychologyCognitive psychologyArt

Abstract

fetched live from OpenAlex

Many cultural institutions invite visitors to interact somatically with artefacts or displays, in hands-on games and activities, listening to soundtracks, responding to olfactory phenomena. Handling collection objects increasingly supplements, or replaces, floor talk or worksheet approaches. Exploring 'discovery worlds', tropical forests, or Egyptian temples, or assuming the roles of forensic archeologists or curators, learners can see, smell, taste, touch, wear, or hear properties of objects, or enjoy kinetic spatio-temporal experiences in multi-sensory environments. These explorations can embrace learner knowledge, provoking curiosities, igniting discussions, inviting inferential responses. The pleasure of engaging with objects in these ways can be especially intense when learners are investigating aesthetic phenomena. Drawing on extended research and case study analyses of education practices in cultural institutions, this chapter focuses on how visitors experience the sensory worlds of two culturally rich constructs: Japanese-style gardens in Canadian settings. It examines how multisensory and aesthetic experiences can mediate first-hand learning with culturally significant phenomena. It argues that this learning has important implications for enhancing aesthetic and intercultural learning, and for how visitors might value these phenomena. It argues further that “aesthetic engagements constitute special instances of interactive learning” that invigorate learning dispositions (Bell, 2011, p. 42) and enhance rich learning power (Claxton, 2005), planting the seeds of interests that can persist through a lifetime of holistic sensory engagements in museums

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.777
Threshold uncertainty score0.883

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.087
GPT teacher head0.302
Teacher spread0.215 · 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