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Record W4411592322 · doi:10.1017/aee.2025.10046

Wilding Pedagogies: Theorising, Practising and Imagining towards a Changing, Decolonising and Reconciling World

2025· article· en· W4411592322 on OpenAlexaff
Michael Paulsen, Linda Wilhelmsson, Sean Blenkinsop, Bob Jickling, Amy Cutter‐Mackenzie

Bibliographic record

VenueAustralian Journal of Environmental Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsLakehead UniversitySimon Fraser University
Fundersnot available
KeywordsSociologyProject commissioningEpistemologyPedagogyPublishingAestheticsPolitical scienceArtPhilosophyLaw

Abstract

fetched live from OpenAlex

We acknowledge and express our deepest respect for Country, along with its ancestors and the descendants of the Lands on which we gather, research, teach and wild.We recognise that the Australian Journal of Environmental Education is one of the oldest internationally refereed journals in environmental education and is located within the region of the world's oldest continuing living culture -Aboriginal and Torres Strait Islander Peoples.Who made the world?Who made the swan, and the black bear?Who made the grasshopper?This grasshopper, I meanthe one who has flung herself out of the grass, the one who is eating sugar out of my hand, who is moving her jaws back and forth instead of up and downwho is gazing around with her enormous and complicated eyes.Now she lifts her pale forearms and thoroughly washes her face.Now she snaps her wings open, and floats away.I don't know exactly what a prayer is.I do know how to pay attention, how to fall down into the grass, how to kneel down in the grass, how to be idle and blessed, how to stroll through the fields, which is what I have been doing all day.Tell me, what else should I have done?Doesn't everything die at last, and too soon?Tell me, what is it you plan to do with your one wild and precious life?(Mary Oliver, The Summer Day, 1992)

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)0.011
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0060.048
Scholarly communication0.0110.019
Open science0.0030.009
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0070.001

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 head0.025
GPT teacher head0.381
Teacher spread0.356 · 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 designTheoretical or conceptual
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

Citations1
Published2025
Admission routes1
Has abstractyes

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Same venueAustralian Journal of Environmental EducationSame topicGlobal Education and MulticulturalismFrench-language works237,207