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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Themes in Literature Analysis
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,785 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,785 works in the cohort · of 4,299,418page 22 of 36

Labels cover 1 of 1,785 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,785 of 1,785 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueaboutno affunlabeled
The Highway Rat by J. Donaldson
Debbie Feisst
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Collette’s Lost Pet by I. Arsenault
Samantha Nugent
2018· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
An Abundance of Katherines by J. Green
Braedyn BCR
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Happy Birthday, Deakin Review!
Robert Desmarais
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Please, Encourage Kids to Write!
Robert Desmarais
2018· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Flip by M. Bedford
Debbie Feisst
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The One by K. Cass
Shawna Manchakowsky
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Reviews
Devoney Looser, Alexandra Prunean, David Owen
2018· article· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Circle Nine by A. Hetzel
Sarah Mead-Willis
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
The Man with the Violin by K. Stinson
Sean Luyk
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Juvenilia to Senilia
Juliet McMaster
2021· article· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Heap House by E. Carey
Natalie Hamilton
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Today is the Day by E. Walters
Leslie Aitken
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Three by the Sea by M. Grey
Debbie Feisst
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The Beautiful and the Cursed by P. Morgan
Colette Leung
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Bear's Loose Tooth by K. Wilson and J. Chapman
Dale Storie
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
I'm Sad by M.I. Black and D.R. Ohi
Sean Borle
2019· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Junonia by K. Henkes
Matilda Roche
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Virginia Wolf by K. Maclear.
Matilda Roche
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Making News:
Sara R. Danger
2021· article· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
PANIC by S. Draper
Kimberley Morton
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Odd Duck by C. Castellucci
Jacke Heinrich
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
No Fits, Nilson! by Z. OHora
Connie Winther
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Seraphina by R. Hartman
Kymberly Sobchyshyn
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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