MétaCan
Menu
Back to cohort
Record W3094914980

The Grace to Grow Deeper: A Case Study of Environmentalism in a Canadian Christian School

2020· article· en· W3094914980 on OpenAlexaboutno aff
Allyson Julé, Adrienne R. Castellon

Bibliographic record

VenueDigital Commons - George Fox University (George Fox University) · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Ecology, and Ethics
Canadian institutionsnot available
Fundersnot available
KeywordsEnvironmentalismPolitical scienceSociologyGender studiesHistoryLawPolitics
DOInot available

Abstract

fetched live from OpenAlex

Successful environmental pedagogy in faith-based schools has not been well explored even while most Christian schools in Canada are governed by provincial curricula and provincial teacher standards that require commitments to environmentalism. Conflicts within mainline Christianity in regards to the importance of environmental justice may be why some Christian schools do not engage in environmental pedagogy (Mann & Schleifer, 2020). This study draws on data from one Christian school in the province of Ontario, Canada. The methodology used is case study approached through an Appreciative Inquiry lens – a methodology that is particularly useful in school-based research (Stavros, et al. 2008). Practices used in this school include full school and community participation as well as strong, visionary leadership concerning ‘creation care’.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.650
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.021
GPT teacher head0.233
Teacher spread0.211 · 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 teacher head, not a consensus.

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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueDigital Commons - George Fox University (George Fox University)Same topicReligion, Ecology, and EthicsFrench-language works237,207