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Record W4252806667 · doi:10.1353/bkb.2021.0039

Social Justice: Children's Literature as a Source of Information, Transformation, and Hope

2021· article· en· W4252806667 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

VenueBookbird/Book bird · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Education, and Development Issues
Canadian institutionsnot available
Fundersnot available
KeywordsAgency (philosophy)Reading (process)SociologyPublic relationsEconomic JusticeAudience measurementIntrospectionNature versus nurturePsychologySocial sciencePolitical scienceLaw

Abstract

fetched live from OpenAlex

Social Justice:Children's Literature as a Source of Information, Transformation, and Hope Janelle Mathis (bio) and Petros Panaou (bio) "Education is the most powerful weapon which you can use to change the world." Nelson Mandela This issue of Bookbird was conceptualized with the realization of the complexity of this term education and the varied perspectives that situate it across our global readership. We acknowledge that our children need to be "educated" to become part of a global society that strives to build understanding through personal introspection and intercultural competency. However, we also recognize that this is true for us—the adults seeking resources and strategies to nurture readers as they learn to recognize discrimination and equalities. We must also develop a sense of agency to advocate for change in ways that align with the needs of other cultures and to become thoughtful decision makers. This "education" requires resources that inform about and build local and global community through understanding both universal issues and those unique to particular areas or groups. We identified articles that we believe can help to push our understandings as individuals who read and strive to educate through children's literature, a most powerful asset in this process of enlightenment and change. Just as the Call for Manuscripts uses questions to bring forth current contemplation, both personal and scholarly, around children's literature, so the reading of the selected articles elicits questions as readers confront the ideas of others. These questions keep us motivated in our scholarly work around children's literature as we share literature with all ages of readers as well as bring these books to the forefront where they can be recognized globally, synthesized with the current issues they describe, and serve as a catalyst for transformation within and across our communities of learners. So, we will introduce the articles by sharing some of the questions that evolved and remain as we read and reread the scholarship found in this issue. "Boundary Crossings and Social Justice in A Girl Called Genghis Khan" by Tehmina Pirzada shares the story of Maria Toorpakai, a Pakistani squash champion. This story focuses on "Maria's cross-dressing and her [End Page 1] fight for social justice in her native Waziristan, the Taliban-controlled tribal belt of Pakistan" (6). We questioned our awareness of the struggle of Muslim women for equity and justice as we realized stories of Malala and The Breadwinner Trilogy (by Deborah Ellis) were our main sources of information—excellent but limited. What other resources can help expand our awareness of situations as this revealing opposition to the political polarization caused by an "us" versus "them" mentality? "After They Gave the Order: Students Respond to Canadian Indian Residential School Literature for Social Justice" by Lynne Wiltse was inspired by Deborah Ellis's 2018 IBBY keynote speech, "Before They Give the Order," which was printed in Bookbird, issue 57.1. This article shares a focus group conversation with five non-Indigenous elementary students who read a range of picturebooks, memoirs, and novels about the Canadian Indian residential school (IRS) system. We are left wondering how these stories of injustice are being used in classrooms globally that bring attention to situations around Indigenous groups and their long-term effects. In what ways are these stories considered outside of history and in light of current events? "'No Place Like Home': Immigration, Migration, and Loss in Two American Picturebooks" by Colin Haines returns readers to two older American picturebooks, Grandfather's Journey by Allen Say (1993) and Amelia's Road by Linda Jacobs Altman (1993), and discusses these in terms of contrasting idealizations of home using Freud's theory of mourning and melancholia. Familiar with these older books on immigration, the unique contrast here provoked the question of what current titles can be described within the tenets of this theory. How can this discussion support the use of immigration and refugee books in ways to nurture understanding in all readers around the issues that immigrants face when forced or choosing to seek a new home? "The Coin in the Rice in the Spoon: Perspectives within Perspectives in A New Year's Reunion" by Joe Sutliff Sanders and Xia Zhao...

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.891
Threshold uncertainty score0.661

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 studies0.0010.000
Scholarly communication0.0000.001
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 head0.009
GPT teacher head0.278
Teacher spread0.269 · 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