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Record W4232789080 · doi:10.32920/ryerson.14638269

What's faith got to do with it?

2021· preprint· en· W4232789080 on OpenAlexaboutno aff
Paul S. MacLean, Agnes Meinhard, Areeta Bridgemohan

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsnot available
Fundersnot available
KeywordsFaithDignityNormativeSociologyLiturgyVariety (cybernetics)Religious studiesGender studiesTheologyPolitical scienceLawPhilosophy

Abstract

fetched live from OpenAlex

“What’s faith got to do with it?” In this paper we explore the multilayered role of faith in two food banks in Toronto. We are drawing on a larger study of five partnerships between faithbased organizations and others for the common good, a study that unpacks the interesting dynamics of collaborations involving at least one faith partner. In the selection we have made for our present paper, the reader can expect to find a description and analysis of those dynamics as they pertain to individuals, groups, religious and secular organizations, new immigrants and long time residents, a rich variety of faith groups—all around the issues of having enough to eat, human dignity and the formation of community. When we use the word “faith” we are aware of the multiplicity of meanings carried by the term. There is a basic distinction, famously formulated by Wilfred Cantwell Smith, between the faith that animates and is held by an individual and ‘a faith’ in the sense of a world religion, which has a history, traditions, sacred texts, liturgy, normative practices, teachings, creeds, buildings, authorized leaders— in short all the characteristics of a religion established over many centuries. Of course, there is a symbiotic relationship between the personal and the institutional. Each enlarges and enriches the other; neither can exist without the other. Keywords: CVSS, Centre for Voluntary Sector Studies, Working Paper Series,TRSM, Ted Rogers School of Management Citation:

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)0.008
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: none
Teacher disagreement score0.242
Threshold uncertainty score0.481

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.020
Scholarly communication0.0080.005
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.027
GPT teacher head0.319
Teacher spread0.292 · 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
Published2021
Admission routes1
Has abstractyes

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Same topicReligion, Society, and DevelopmentFrench-language works237,207