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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.

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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
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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 23 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
News and Announcements
Sarah Mead-Willis
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Good Little Book by K. Maclear
Leslie Aitken
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
First Quarter
Charles Dickens
2008· book-chapter· en· Oxford University Press eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
A Girl’s Best Friend by H.M. Savitz
Santana BCR
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Don't by L. Trochatos
Hanne Pearce
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The Carnival at Bray by J. A. Foley
Kyle Marshall
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Awards
Sarah Mead-Willis
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Gerbil, Uncurled by A. Hughes
Debbie Feisst
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Singing Away the Dark by C. Woodward
Matilda Roche
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
My Dad is the Best Playground by L. Navarro-Powell
Virginia Pow
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
In the Red Canoe by L. Davidson
Kerstin Skow
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Crazy by A. Reed
Allison Sivak
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Oddfellow's Orphanage by E.W. Martin
Nicole Dalmer
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Little Blue and Little Yellow by L. Lionni
Debbie Feisst
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
News and Announcements
Gail de Vos
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The Little Yellow Bottle by A. Delaunois
Amy McLay Paterson
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
What's Harry Potter Doing in the Library
Jennifer Burek Pierce
2021· article· en· IASL Annual Conference Proceedings· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Deakin Announcements
Robert Desmarais
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Hurry Up, Henry by J. Lanthier
Leslie Aitken
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Where Do You Look? by M. & N. Jocelyn
Leslie Aitken
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Give children all rights
Aliya Garasia
2021· article· en· First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Switch by T. Cohen
Allison Sivak
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Weaving Tales and Leaving Trails
Georgia Heard
2009· article· en· LEARNing Landscapes· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Wendy's Revenge
Walter Scott
2016· book· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Pirate's Bed by N. Winstanley
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Cardboard by D. TenNapel
Metthea Maddern
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Little Blue Chair by C. Fagan
Leslie Aitken
2018· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
The Last Judgement (Play 47)
Stephen Johnson
2000· article· en· Early Theatre· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Juvenilia Press
Lesley Peterson
2018· article· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
Cries in the Drizzle: A Novel.
H Li
2008· article· en· Pacific Affairs· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
A Conversation with Joyce Grant
Robert Desmarais
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Melvis and Elvis BY d. Lee
Leslie Aitken
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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