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Record W4377250443 · doi:10.1515/9780228013112-002

Acknowledgments

2022· book-chapter· en· W4377250443 on OpenAlexfundno aff

Bibliographic record

VenueMcGill-Queen's University Press eBooks · 2022
Typebook-chapter
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
FundersSt. Francis Xavier UniversityQueen's UniversityMcGill University
KeywordsComputer science

Abstract

fetched live from OpenAlex

This book -an exploration of events that have long been discussed and debated by generations of Catholics in eastern Nova Scotia -has been many years in the making.In both rural St Andrews, Antigonish County, where I was raised, and in my father's native parish of New Aberdeen, a famously militant section of the Glace Bay mining community, the symbiotic relationship between Church and community was evident.It was often a "mix of facts and myth, criticism and romance," as the late Fr Ed MacIsaac once told me, but Catholics in the region were always aware of the activities of the Church outside of the sanctuary.I owe a great debt to a historian whom I have never met.Fr Angus Anthony ("A.A.") Johnston died on 18 September 1977 at St Martha's Hospital in Antigonish town.Two weeks later, I was born under that same roof and so we missed each other by a mere fortnight.Quiet, cerebral, and courteous, Johnston was a legendary figure, tramping through the tall summer grass in search of weathered gravestones, studiously researching in the Vatican archive, and spryly climbing the many stairs to his office in the Angus L. Macdonald Library on the campus of St Francis Xavier University.He not only wrote several parish histories and two superb volumes on the history of Catholicism in eastern Nova Scotia but also left an exhaustive archive from which I have benefited.My friend Fr Edward J.R. Jackman, op, who died in June 2021, funded the research for this book.Besides his commitment to the Canadian Catholic Historical Association, Fr Jackman and his dedicated associate, Valerie Burke, have helped many historians pursue the history of religion in Canada

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)0.003
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.687
Threshold uncertainty score0.981

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0030.001
Open science0.0020.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.3130.205

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 head0.018
GPT teacher head0.208
Teacher spread0.190 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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
Published2022
Admission routes1
Has abstractyes

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