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Record W4235813843 · doi:10.32920/ryerson.14660931

Heritage Church Conservation in Rural Southern Ontario: an Analysis of Outcomes in Three Rural Municipalities

2021· preprint· en· W4235813843 on OpenAlexaffabout
Michelle Neilson

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsAbandonment (legal)DemolitionGeographyFace (sociological concept)DoorsRural housingRural areaArchaeologySocioeconomicsEconomic growthHistoryPolitical scienceEthnologyEnvironmental planningSociologyLawEngineeringSocial science

Abstract

fetched live from OpenAlex

Across Ontario, churches are closing their doors as congregants and clergy members decline. These closures leave a number of surplus churches that face abandonment, demolition or re-use. Retaining surplus churches presents a challenge for heritage planners and communities who wish to conserve these unique, aging, landmarks. While a great deal has been written on the challenges of church conservation in urban areas, very little is known about the pattern of church conservation in rural areas. In this study, Anglican, Roman Catholic, Presbyterian, Baptist and United Churches are inventoried in the municipalities of Chatham-Kent, Prince Edward County and the City of Kawartha Lakes to determine the most common outcome of former rural churches. The findings show that adaptive re-use is by far the most common outcome, followed by demolition and vacancy. In addition, the findings indicate low municipal heritage designation rates among rural churches even though they represent some of the oldest architectural landmarks in Ontario. This study calls on heritage planners and communities to plan for the future of their rural religious heritage to ensure that churches of historic and community value are both conserved and re-used for future generations to come.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.133

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0040.001
Scholarly communication0.0010.000
Open science0.0010.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.111
GPT teacher head0.273
Teacher spread0.162 · 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 designObservational
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

Citations0
Published2021
Admission routes2
Has abstractyes

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