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Record W4402109757 · doi:10.55016/ojs/jet.v53i3.72260

Experiencing Grace and Graceful Moments: In-Between Spaces in Teaching and Learning

2021· article· en· W4402109757 on OpenAlexaff
Sheelagh Chadwick, Tim Skuce

Bibliographic record

VenueJournal of educational thought. · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Environments and Student Outcomes
Canadian institutionsBrandon UniversityUniversity of Calgary
Fundersnot available
KeywordsComputer scienceMathematics educationArtificial intelligencePsychology

Abstract

fetched live from OpenAlex

Abstract: Teacher education’s dominant narrative is often one that accentuates sure-fire methods in the attainment of curriculum goals and objectives. We offer grace as an orientation that could serve to accentuate the profoundly relational generative space of teaching and learning, and to afford opportunities for taking time and making space in the classroom for inquiry into the living disciplines as a means to further understandings of self, other and curriculum matter. In this paper we explore and interpret Richard Wagamese’s essay “On the wings of eagles” as a portrayal of moments of grace and put it into conversation with our own experiences in teacher education and curriculum theory. Although it is not in the nature of this project to conclude or profess definitive results or methods, our aim is to keep open questions of what it means to be graceful, and to act gracefully in relation to our students and to subject matters. We believe that grace is a way to be in the world that could be transformational for current pedagogical practices.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.252

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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)0.0000.000

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 head0.023
GPT teacher head0.368
Teacher spread0.345 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2021
Admission routes1
Has abstractyes

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