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Record W2997535049 · doi:10.25071/1916-4467.40426

Board Games as Play-full Pedagogical Pivots for STEM Teaching and Learning

2019· article· en· W2997535049 on OpenAlexaffvenue
Marc Higgins, P. Janelle McFeetors

Bibliographic record

VenueJournal of the Canadian Association for Curriculum Studies · 2019
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsTinkerMathematics educationSociologyPedagogyPsychology

Abstract

fetched live from OpenAlex

Drawing inspiration from Ellsworth’s (2005) work on thinking with pedagogically nonprescriptive objects and the pedagogies they permit and prohibit, we turn our attention to similar educational “texts” increasingly used in STEM (i.e., science, technology, engineering, mathematics) education—board games. We tinker with board games as they refuse and resist the ways that STEM education often privileges cognitive destinations rather than relational learning journeys that enfold the whole learning self, the content, as well as the materiality of learning. We ask, how might games simultaneous act as locations of, and as, pedagogy that inflect experiences of student learning? To answer this question, we explore the pedagogical intents expressed by game designers themselves by their design diaries, blogs and interviews while thinking with Ellsworth’s concept of pedagogical pivot . In exploring game designers’ statements, we map out some of the potentialities that this pedagogical medium might offer STEM teaching and learning.

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)0.008
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.704
Threshold uncertainty score0.841

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.006
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 integrity0.0000.001
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 head0.069
GPT teacher head0.404
Teacher spread0.335 · 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 designNot applicable
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

Citations5
Published2019
Admission routes2
Has abstractyes

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