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Record W4410678947 · doi:10.5040/9781350519749

Constructive Conflict Pedagogies for Building Democratic Peace

2025· book· en· W4410678947 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBloomsbury Publishing Plc eBooks · 2025
Typebook
Languageen
FieldSocial Sciences
TopicPeace and Human Rights Education
Canadian institutionsnot available
Fundersnot available
KeywordsConstructiveDemocracyPolitical scienceDemocratic idealsSociologyEnvironmental ethicsComputer sciencePhilosophyLawPolitics

Abstract

fetched live from OpenAlex

<JATS1:p>This open access book shows what teaching for democratic citizenship and peace can look like in classrooms in violent and less-violent contexts around the world.</JATS1:p> <JATS1:p>It features chapters written by leading scholars and practitioners based in Canada, Chile, Columbia, Cyprus, Mexico, Spain, the UK and the USA. It includes sections on navigating contested history and heritage; language teaching that bridges social identities; teaching democratic engagement with conflictual issues; and students Sharing Authority and Handling Systemic Violence. The chapters cover a wide range of topics with local and global significance including indigenous praxis as peace building, social conflicts, transformative hope, teacher training, and student voice. Vignettes of practice accompany each chapter, grounded in careful scholarship and teaching experience. The book shows how teachers and young people can feasibly nurture and learn non-violent ways of dealing with difficult conflicts and social tensions, to become agents of democratic revitalization and peacebuilding in their own communities and beyond. The contributors also engage critically with the UN Sustainable Development Goals (SDG), SDG 4 and 16 in particular, arguing that teachers and teacher educators can make a crucial difference in meeting these goals.</JATS1:p> <JATS1:p>The ebook editions of this book are available open access under a CC BY-NC-ND 4.0 licence on bloomsburycollections.com. Open access was funded by The Weatherhead Canada Program.</JATS1:p>

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.340
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0040.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.061
GPT teacher head0.351
Teacher spread0.290 · 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