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Record W4206665918 · doi:10.3167/arrs.2021.120113

Discourses, Bodies, and Questions of Sharedness in Kenya’s Wellness Communities

2021· article· en· W4206665918 on OpenAlex
Sarah Hillewaert

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.

fundA Canadian funder is recorded on the work.
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

VenueReligion and Society · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Spirituality, and Psychology
Canadian institutionsnot available
FundersUniversity of Toronto Mississauga
KeywordsFlourishingMindfulnessTourismFace (sociological concept)Construct (python library)KenyaPublic relationsSociologyEnvironmental ethicsPolitical sciencePsychologySocial scienceSocial psychologyPsychotherapistLaw

Abstract

fetched live from OpenAlex

This article contemplates the construction of sharedness that underlies the success of alternative lifestyle communities in Eastern Africa. In Kenya, a new tourism niche market that focuses on yoga, mindfulness, and alternative medicine is flourishing. Tourists travel to East Africa to practice yoga, but also to introduce local communities to ‘alternative lifestyles’. By considering Western and Kenyan practitioners’ discourses about the benefits of alternative healing, mindfulness, and yoga, I explore the significance of sharedness to the emergence of communities that are structured around not just physical practice, but also an envisioned joint purpose. I argue that discursively constructing shared purpose, in the face of seemingly evident differences, is central to Western expats’ validation and commercialization of these initiatives. I also demonstrate that local participants equally, although along different lines, feel compelled to construct a particular kind of sharedness to justify their yoga practice to themselves and their own communities.

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)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.234
Threshold uncertainty score0.982

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.033
GPT teacher head0.350
Teacher spread0.317 · 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