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Record W4417121090 · doi:10.4324/9781003668619-9

Philosophy of education in a new key

2025· book-chapter· en· W4417121090 on OpenAlexaboutno aff
Liz Jackson, Kal Alston, Lauren Bialystok, Larry Blum, Nicholas C. Burbules, Ann Chinnery, David T. Hansen, Kathy Hytten, Cris Mayo, Trevor Norris, Sarah M. Stitzlein, Winston C. Thompson, Leonard J. Waks, Michael A. Peters, Marek Tesař

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldComputer Science
TopicDigital Education and Society
Canadian institutionsnot available
Fundersnot available
KeywordsIdeologyMirroringPhilosophy of educationPoliticsTransformative learningSituational ethicsState (computer science)Snapshot (computer storage)Phenomenology (philosophy)

Abstract

fetched live from OpenAlex

Jackson and colleagues from the United States and Canada offer a raw and reflective philosophical portrait of a region in flux. Composed amid the overlapping crises of 2020—global pandemic, racial reckoning, political turbulence, and ecological urgency—it reads as both a snapshot and a critical meditation on the state of educational life in North America. Rather than presenting a cohesive narrative, it foregrounds fragmentation, tension, and multiplicity, mirroring the conditions from which it emerged. The writing captures the sense of rupture that defined the year, but it does not dwell in despair. It probes the role of philosophy of education in a time of moral fatigue, institutional disillusionment, and public mistrust. The contributors question what it means to engage in philosophy when the world feels unmoored—when traditional reference points are collapsing and new ones have yet to be formed. This work takes seriously the philosophical labour of naming, mourning, resisting, and imagining. Through collective writing, it models a kind of thinking that does not seek resolution but insists on dwelling with difficulty. It resists both academic detachment and ideological certainty, instead embracing a practice of writing that is vulnerable, grounded, and dialogic. This snapshot from the United States and Canada is not only regional; it is globally resonant. It reminds us that philosophy of education, when practiced collectively and reflectively, can offer something more than critique—it can create space for holding contradictions, generating care, and imagining otherwise. In doing so, this piece refuses to treat 2020 as an exception. Rather, it presents it as a window into the deeper structural and ethical questions that education must continue to confront—now and into the futures we are only beginning to articulate.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.337
Threshold uncertainty score0.659

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 studies0.0000.000
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 head0.020
GPT teacher head0.269
Teacher spread0.249 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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