MétaCan
Menu
Back to cohort
Record W4393338861 · doi:10.15239/hijbs.06.02.01

What is Local Buddhism?

2023· article· en· W4393338861 on OpenAlexaff
Timothy Brook

Bibliographic record

VenueHualin International Journal of Buddhist Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Geopolitics and Ethnography
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsBuddhismPhilosophyTheology

Abstract

fetched live from OpenAlex

My research on Buddhism has largely been concerned with the localisation of Buddhist institutions, that is, their situatedness within the immediate society, economy, and culture of where they existed.To pursue that research, I drew on the evidence of local texts (such as gazetteers) as well as pilgrimage texts.I now wonder whether my use of sources was too promiscuous in overriding the differences between local worshippers who organised their lives around one particular religious institution, and pilgrims who toured a site only once.Did the difference in their experience of place entail a different understanding of Buddhism, and if so, was it simply the difference between popular and elite religion, or was it something else?To explore this problem, which I will call tourist Buddhism, I examine the treatment of three sites in the standard Qing Buddhist pilgrimage handbook, Canxue zhijin 參學知津 [Knowing the Fords on the Way to Knowledge], comparing these accounts with locally-based documentation in order to explore the subtle and unstable relationship between local Buddhism and translocal religion.

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: none
Teacher disagreement score0.018
Threshold uncertainty score0.035

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 studies0.0060.017
Scholarly communication0.0070.004
Open science0.0010.003
Research integrity0.0010.002
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 head0.081
GPT teacher head0.441
Teacher spread0.360 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueHualin International Journal of Buddhist StudiesSame topicAsian Geopolitics and EthnographyFrench-language works237,207