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Record W4413377496 · doi:10.33137/ijournal.v10i3.45899

“Don’t Talk Defeat to Me”

2025· article· en· W4413377496 on OpenAlexvenueaboutno aff
Alejandra Mendoza, Laura Prior

Bibliographic record

VenueThe iJournal Student Journal of the Faculty of Information · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsHistoryPsychology

Abstract

fetched live from OpenAlex

This paper examines the First Baptist Church of Toronto, the oldest Black institution in the city, and its connection to memory, self-remembrance, and community throughout its nearly 200-year history. Its heritage room is discussed in particular depth; built into the worship space, it is the place where the intangible culture of the church is made tangible through material objects that not only represent its history, but also the diverse populations of its present congregation. The paper utilizes historical museum and archival sources, as well as interviews with the pastor and several congregants, to meaningfully convey the shared values, memories, and actionable goals of the church, while also sharing insights directly from the community about how they connect their current identity to their individual and shared past.

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)0.005
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.886
Threshold uncertainty score0.228

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0120.008
Scholarly communication0.0040.003
Open science0.0010.003
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0250.009

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 head0.010
GPT teacher head0.293
Teacher spread0.283 · 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
Published2025
Admission routes2
Has abstractyes

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Same venueThe iJournal Student Journal of the Faculty of InformationSame topicCanadian Identity and HistoryFrench-language works237,207