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Record W6889678918 · doi:10.26181/29388500

The Looking Glass : New Perspectives on Children's Literature

2025· other· en· W6889678918 on OpenAlexaboutno aff

Bibliographic record

VenueLa Trobe University · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipSet (abstract data type)Digital scholarshipPublishingScholarly communicationThe Internet

Abstract

fetched live from OpenAlex

This journal considers all aspects of children's and young adult literature: critical analysis, authorship, illustration, publishing, as well as social and cultural influences. "The Looking Glass: new perspectives in children's literature (ISSN 1551-5680) ... was first published as a set of webpages in 1997, its parent organization was the Toronto Centre for the Study of Children's Literature (TCSCL), then housed at the Faculty of Information Studies, University of Toronto. From July 1998, it was independent of any institutional support and was published by volunteers in the United States. In 2007 La Trobe University in Australia began providing hosting and technical support, utilising the [now de-commissioned] OJS open access journal system." -- The description above was taken from "Open Access and Web 2.0 in the Academy: Changing and Exchanging Scholarship in Children's Literature" by David Beagley - see https://doi.org/10.26181/22200340 Journal Issues: The Looking Glass. Vol. 22 No. 1 (2019) The Looking Glass. Vol. 21 No. 1 (2018) The Looking Glass. Vol. 20 No. 1 (2017) The Looking Glass. Vol. 19 No. 1 (2016) The Looking Glass. Vol. 18 No. 2 (2015) The Looking Glass. Vol. 18 No. 1 (2015) The Looking Glass. Vol. 17 No. 3 (2014) The Looking Glass. Vol. 17 No. 2 (2014) The Looking Glass. Vol. 17 No. 1 (2013) The Looking Glass. Vol. 16 No. 2 (2012) The Looking Glass. Vol. 16 No. 1 (2012) The Looking Glass. Vol. 15 No. 3 (2011) The Looking Glass. Vol. 15 No. 2 (2011) The Looking Glass. Vol. 15 No. 1 (2011) The Looking Glass. Vol. 14 No. 2 (2010) The Looking Glass. Vol. 14 No. 1 (2010) The Looking Glass. Vol. 13 No. 3 (2009) The Looking Glass. Vol. 13 No. 2 (2009) The Looking Glass. Vol. 13 No. 1 (2009) The Looking Glass. Vol. 12 No. 2 (2008) The Looking Glass. Vol. 12 No. 1 (2008) The Looking Glass. Vol. 11 No. 3 (2007) The Looking Glass. Vol. 11 No. 2 (2007) The Looking Glass. Vol. 11 No. 1 (2007) The Looking Glass. Vol. 10 No. 3 (2006) The Looking Glass. Vol. 10 No. 2 (2006) The Looking Glass. Vol. 10 No. 1 (2006) The Looking Glass. Vol. 9 No. 3 (2005) The Looking Glass. Vol. 9 No. 2 (2005) The Looking Glass. Vol. 9 No. 1 (2005) The Looking Glass. Vol. 8 No. 3 (2004) The Looking Glass. Vol. 8 No. 2 (2004) The Looking Glass. Vol. 8 No. 1 (2004) The Looking Glass. Vol. 7 No. 3 (2003) The Looking Glass. Vol. 7 No. 2 (2003) The Looking Glass. Vol. 7 No. 1 (2003) The Looking Glass. Vol. 6 No. 1 (2002) The Looking Glass. Vol. 5 No. 1 (2001) The Looking Glass. Vol. 4 No. 3 (2000) The Looking Glass. Vol. 4 No. 2 (2000) The Looking Glass. Vol. 4 No. 1 (2000) The Looking Glass. Vol. 3 No. 3 (1999) The Looking Glass. Vol. 3 No. 2 (1999) The Looking Glass. Vol. 3 No. 1 (1999) The Looking Glass. Vol. 2 No. 3 (1998) The Looking Glass. Vol. 2 No. 2 (1998) The Looking Glass. Vol. 2 No. 1 (1998) The Looking Glass. Vol. 1 No. 4 (1997) The Looking Glass. Vol. 1 No. 3 (1997) The Looking Glass. Vol. 1 No. 2 (1997) The Looking Glass. Vol. 1 No. 1 (1997)

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.020
metaresearch head score (Gemma)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.034
Threshold uncertainty score0.161

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.020
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0170.015
Science and technology studies0.0200.087
Scholarly communication0.0340.050
Open science0.0030.017
Research integrity0.0090.014
Insufficient payload (model declined to judge)0.0080.001

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 head0.002
GPT teacher head0.183
Teacher spread0.181 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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