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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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Digital Scholarship in the Humanities
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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
fundfunder
venuejournal
aboutaboutness

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

30 results · 1 filter active ·
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20062025
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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.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Open scholarship in Australia: A review of needs, barriers, and opportunities
Paul Longley Arthur, Lydia Hearn, Lucy Montgomery, Hugh Craig, Alyssa Arbuckle, Ray Siemens
2020· review· en· Digital Scholarship in the Humanities· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics
10
citations
aboutno affunlabeled
Knowledge creation through recommender systems
Taylor Arnold, Peter Leonard, Lauren Tilton
2017· article· en· Digital Scholarship in the Humanities· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
8
citations
affunlabeled
Whatever happened to interchange?
Martin Holmes
2016· article· en· Digital Scholarship in the Humanities· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Introduction
Dominic Forest, Diane Jakacki, Cecily Raynor, Michael E. Sinatra, Stéfan Sinclair
2019· article· en· Digital Scholarship in the Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
4
citations
affunlabeled
Open social scholarship in action
Randa El Khatib, Alyssa Arbuckle, Caroline Winter, Ray Siemens
2020· article· en· Digital Scholarship in the Humanities· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
Introduction
Lisa Lena Opas-Hänninen
2006· article· en· Digital Scholarship in the Humanities· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
A Prehistory of the Cloud. Tung-Hui Hu
Mina Momeni
2018· article· en· Digital Scholarship in the Humanities· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Semantic domains in Picasso’s poetry
Luís Meneses, Enrique Mallén
2018· article· en· Digital Scholarship in the Humanities· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
An approach to complex texts in multiple documents
Peter Robinson
2022· article· en· Digital Scholarship in the Humanities· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About