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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.

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 Humanities and Scholarship
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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.

1,312 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.
1,312 works in the cohort · of 4,299,418page 2 of 27

Labels cover 8 of 1,312 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 1,312 of 1,312 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Implementing new knowledge environments
Ray Siemens, Julie C. Meloni
2010· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
Digital humanities as third culture
Andrea Hunter
2014· article· en· MedieKultur Journal of media and communication research· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
affunlabeled
Editing and Evolution
William Robins
2006· article· en· Literature Compass· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
9
citations
affunlabeled
Digital Humanities’ Shakespeare Problem
Laura Estill
2019· article· en· Humanities· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
9
citations
aboutno affunlabeled
Textual production and textual communities
Richard Firth Green
2009· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
venueno affunlabeled
Are Computational Literary Studies Structuralist?
Evelyn Gius, Janina Jacke
2022· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
E-Publishing and Digital Libraries
Martin Holmes, Laurent Romary
2011· preprint· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
9
citations
affunlabeled
Digital humanities
Anabel Quan‐Haase, Kim Martin
2012· article· en· Proceedings of the 2012 iConference· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affvenueunlabeled
Absorbing DiRT: Tool Directories in the Digital Age
Kaitlyn Grant, Quinn Dombrowski, Kamal Ranaweera, Omar Rodriguez-Arenas, Stéfan Sinclair, Geoffrey Rockwell
2020· article· en· Digital Studies / Le champ numérique· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
9
citations
affvenueunlabeled
Social Knowledge Creation: Three Annotated Bibliographies
Alyssa Arbuckle, Nina Belojevic, Matthew Hiebert, Ray Siemens, Shaun Wong, Derek Siemens +3 more
2014· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
8
citations
venueno affgemma · scholarly_communication+open_sciencegpt · scholarly_communication+open_sciencemodels split
Open Publication, Digital Abundance, and Scarce Labour
Martin Paul Eve
2017· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
8
citations
affunlabeled
The industrial revolution of the book
James Raven
2014· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Day of DH: Defining the Digital Humanities
Matthew Gold
2012· book-chapter· en· University of Minnesota Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
venueno affunlabeled
Digital Detectives: Rediscovering the Scholar Adventurer
Bob Nicholson
2012· article· en· Victorian periodicals review· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Editorial: On Editing and Being an Editor
Wollf-Michael Roth
2006· editorial· en· Cultural Studies of Science Education· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · sts
7
citations
affunlabeled
Modernism Meets Digital Humanities
Stephen A. Ross, Jentery Sayers
2014· article· en· Literature Compass· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
7
citations
venueaboutno affunlabeled
Philology and the Complex Present
Hans Ulrich Gumbrecht
2015· article· en· Florilegium· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations

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