MétaCan
Menu
Back to cohort
Record W2994323236 · doi:10.1017/s0021911819001864

Biography as Geography

2019· article· en· W2994323236 on OpenAlexaboutno aff
Anne Feldhaus

Bibliographic record

VenueThe Journal of Asian Studies · 2019
Typearticle
Languageen
FieldArts and Humanities
TopicSouth Asian Studies and Diaspora
Canadian institutionsnot available
Fundersnot available
KeywordsBiographyMarathiQuarter (Canadian coin)HistoryOrder (exchange)LiteratureAsceticismArtArchaeology

Abstract

fetched live from OpenAlex

TheLīḷācaritra, the first literary text in Marathi, is a prose biography of Cakradhar compiled by his followers in the last quarter of the thirteenth century. The close attention to place in theLīḷācaritrais key to understanding not only this text from long ago and far away but also the attachment to particular places in other highly mobile worlds, including our own. TheLīḷācaritrafollows Cakradhar's ascetic peregrinations, as well as journeys made by the many people who came to see him or attempted to return to his presence (hissannidhān). The text's attention to the details of Cakradhar's daily life, including the places he visited, is motivated bybhakti(devotional love). In order to soothe the pain they felt at his absence, the community of Cakradhar's followers practiced remembrance of the things he had said and done, and made pilgrimages to the places where he had stayed.

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)0.003
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: Empirical · Consensus signal: none
Teacher disagreement score0.033
Threshold uncertainty score0.111

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0050.010
Scholarly communication0.0090.005
Open science0.0010.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0330.010

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 head0.024
GPT teacher head0.250
Teacher spread0.226 · 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
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
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueThe Journal of Asian StudiesSame topicSouth Asian Studies and DiasporaFrench-language works237,207