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Record W3091708565 · doi:10.29173/pathways8

Critical Review of Healing Elements: Efficacy and the Social Ecologies of Tibetan Medicine

2020· article· en· W3091708565 on OpenAlexaffvenue
Michelle Gowan

Bibliographic record

VenuePathways · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicAnthropological Studies and Insights
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsAppropriationCommodificationColonialismEpistemologySociologyEthnographyAestheticsPolitical scienceAnthropologyLawPhilosophy

Abstract

fetched live from OpenAlex

This article offers a critical review of Healing Elements: Efficacy and the Social Ecologies of Tibetan Medicine. The ethnography provides rich and comprehensive insights regarding the triumphs and tribulations of Sowa Rigpa (traditional Tibetan medicine) as the medical system is translated across diverse contexts to ensure its continuity within the globalized world; however, these insights can be broadened by more deliberately acknowledging and investigating the (post)colonial subtexts underlying these translations. Incommensurability emerges throughout the ethnography in the form of tensions that arise as tacit knowledge is translated to explicit knowledge in the quest for legitimization. It is argued that expounding the nature of this incommensurability by engaging with rather than rejecting polarized notions of “traditional” and “modern” paradigms can reveal that non-biomedical medical systems and medically pluralistic contexts more broadly are inundated by (post)colonial processes. Borrowing Blaser’s (2013) notion of “Sameing,” it is demonstrated that translation involves (post)colonial processes of assimilation, as Sowa Rigpa is rendered visible through Good Manufacturing Practices (GMP), and appropriation, as it is made palatable through pharmaceutical commodification. Furthermore, it is argued that these processes mobilize mimesis and essentialization to transform Sowa Rigpa into a system that is both legitimized and acquiescent to the imperatives of varying external regimes. The simultaneity of these effects and the position that they are not mutually exclusive is asserted throughout the review as further evidence of (post)colonization.

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)0.010
metaresearch head score (Gemma)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.026
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0060.005
Science and technology studies0.0020.010
Scholarly communication0.0040.005
Open science0.0020.002
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0040.001

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 head0.143
GPT teacher head0.402
Teacher spread0.259 · 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 designNot applicable
Domainnot available
GenreReview

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
Published2020
Admission routes2
Has abstractyes

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