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Record W6992986460

Nala: In Search of a Way

2024· dissertation· en· W6992986460 on OpenAlexaboutno aff

Bibliographic record

VenueUWSpace (University of Waterloo) · 2024
Typedissertation
Languageen
FieldArts and Humanities
TopicSouth Asian Cinema and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsTamilHinduismCompromiseMirroringStatuePilgrimageSpanish Civil WarState (computer science)
DOInot available

Abstract

fetched live from OpenAlex

Bound within two units in a strip of industrial warehouses, the Hindu temple of my youth is a compromise of the ancient to the Canadian. A temple birthed by necessity, it exists in a state of purgatory, doomed to be abandoned for its purpose-built replacement. But this story of assimilation is complicated by an architectural model, resting at its entrance foretelling an alternate fate. With walls devoid of compromise, mirroring its predecessors of antiquity, this miniature depicts the very temples its Eelam Tamil patrons were once forced to flee. This model was sculpted as a promise for the future, but I argue that this tool acts also as a gateway to the past. And by using this artifact to decipher the temple’s purpose, this body of work unknowingly unravels the second-generation Eelam Tamil-Canadian’s conception of home. Inspired by Hindu and Tamil storytelling, this investigation is disseminated as an epic, told in three parts where the reader follows Nala. A second-generation youth poached from his world by a Goddess, Nala treks a fantastical land in search of an escape. In the course of his exile, Nala navigates conflicting signs of home, while confronting his temple, childhood protests, and the war on memory in post-war Sri Lanka. The youth learns through his pilgrimage and a cast of imperfect characters how the warmth of his coveted home is intertwined with that of his temple’s. The story of Nala intends to unearth the potential of the Hindu-Canadian temple for the second-generation Eelam Tamil-Canadians held captive by the question of home.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.054
Threshold uncertainty score0.108

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0190.011
Scholarly communication0.0100.006
Open science0.0010.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0140.003

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 head0.015
GPT teacher head0.201
Teacher spread0.187 · 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
GenreOther

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
Published2024
Admission routes1
Has abstractyes

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