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Record W2184472444

Indigenizing Environmental Education: Conceptualizing Curriculum that Fosters Educational Leadership

2013· article· en· W2184472444 on OpenAlexaboutno aff
Andrejs Kulnieks, Kelly Young

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsnot available
Fundersnot available
KeywordsConceptualizationEnvironmental educationCurriculumIndigenousSociologyPedagogyStorytellingEnvironmental adult educationEnvironmental ethicsFunction (biology)Engineering ethicsEcologyNarrativeEngineering
DOInot available

Abstract

fetched live from OpenAlex

In this article, we review recent environmental reforms in Canadian systems of public education as examples of curriculum that continue to perpetuate a gap between environmental education and Indigenous Knowledges (IK) in a conceptualization of environmental educational learning. Indigenous environmental education can bring together two worldviews through an infusion of shared intergenerational knowledge through a merger of storytelling, curricular inquiry, and numerous other focal practices including creative writing. We consider how ecologically centered identities can become developed through a desire to foster healthy relationships with the places that we live as a necessary and critical means of enabling and restoring ecological function and integrity. We consider how students can deepen their understandings about intact-ecosystems over a course of time and in particular, how poetic writing can help them to develop a deeper understanding of place.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.490
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0170.002

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 head0.057
GPT teacher head0.286
Teacher spread0.229 · 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; both teacher heads agree on what is shown here.

Study designQualitative
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

Citations6
Published2013
Admission routes1
Has abstractyes

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