MétaCan
Menu
Back to cohort

Building capacity for environmental engagement and leadership: An ecosocial work perspective

2011· article· en· W2122886238 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Social Welfare · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Ecology, and Ethics
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsFaithPerspective (graphical)Capacity buildingSpiritualitySociologyContext (archaeology)Public relationsEnvironmental ethicsPolitical scienceEnvironmental educationPedagogyGeographyMedicine

Abstract

fetched live from OpenAlex

Lysack M. Building capacity for environmental engagement and leadership: an ecosocial work perspective In the context of accelerating environmental decline and climate change, this article explores the opportunities for building capacity for leadership within the faith communities to advocate for the protection of the climate and environment. The author discusses the tools for building capacity through faith‐based environmental education to equip members of faith communities to move from being passive consumers to active environmental citizens. The ways in which ecosocial workers, particularly those interested in religion and spirituality, could play a role in facilitating the emergence of leadership capacity within faith communities to care and advocate for the earth are also examined. The article highlights the theoretical resources and practices of community engagement and public education that ecosocial workers could contribute to this project of building a broad ethically centred environmental movement.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.578
Threshold uncertainty score0.621

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.193
GPT teacher head0.360
Teacher spread0.167 · 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