MétaCan
Menu
Back to cohort
Record W2994982030 · doi:10.22584/nr49.2019.010

Sustainability from the Inside Out: The Labyrinth as a Tool for Deepening Conversations in Higher Education

2019· article· en· W2994982030 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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueThe Northern Review · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Environments and Student Outcomes
Canadian institutionsLakehead University
Fundersnot available
KeywordsActive listeningTransformational leadershipConversationSociologySustainabilityEmbodied cognitionFeelingPublic relationsPedagogyAestheticsPsychologyPolitical scienceSocial psychologyEpistemologyCommunication

Abstract

fetched live from OpenAlex

First published advance online December 16, 2019This article describes a methodology of convening a community conversation, which took place during the 2018 Workshop on Regional Centres and the Sustainability of Canada’s Rural and Northern Landscapes held at Lakehead University in Thunder Bay, Ontario. In what follows, we both theorize and narrate the use of the labyrinth—a circular, circuitous walking path—as a tool for accessing another way of knowing, and for sharing personal vision for collective reflection and engagement. First, the labyrinth is described as an intervention into business-as-usual in academic, workshop, or conference settings. In this section, we briefly theorize the use of the labyrinth as a form of cultural reinvention. Next, we describe the labyrinth as a dynamic, transformational process that taps into embodied, interior experience, drawing it out into collective view. This process, centred on walking the labyrinth and sitting in a listening circle, challenges participants to identify and express their chief motivating purposes, as well as the internal barriers they face in meeting their most valued aims. Central to this process is attending to the close relationship between experience and reflection, thinking and feeling, and speaking and listening—at both individual and collective levels. The article concludes with observations about how the labyrinth and the listening circle can be used in higher education, and other workplace contexts, as a tool for creating space for fostering sustainability from the inside out.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.644
Threshold uncertainty score1.000

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.041
GPT teacher head0.367
Teacher spread0.326 · 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