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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 Education and Society
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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.

333 results · 1 filter active ·
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20012025
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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.
333 works in the cohort · of 4,299,418page 3 of 7

Labels cover 1 of 333 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 333 of 333 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Alone Together
Aram Bajakian
2021· article· fr· Critical Studies in Improvisation / Études critiques en improvisation· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
New Knowledge
Blayne Haggart, Natasha Tusikov
2023· book· en· Rowman & Littlefield eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Imperfections and Intimacies
Laura Risk
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Do it differently! But how?
Katerina Pia Günter, Elena Vasiliou
2025· article· en· International Journal of Engineering Social Justice and Peace· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Review
Page Laws
2020· article· en· The Journal of General Education· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Towards a global conversation
Carolina Moulin, Alina Sajed, Anna Leander, Roberto Vilchez Yamato
2015· article· en· Contexto Internacional· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Introducing Phenomenology in Action for Researching Networked Learning
Mike Johnson, Felicity Healey‐Benson, Catherine Adams, Nina Bonderup Dohn
2024· book-chapter· en· Research in networked learning· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
1
citations
venueno affunlabeled
The Veil Lifted
Erica Argyropoulos
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
1
citations
aboutno affunlabeled
Method and Its Undoing: Research Methods, Fall 2020
Kyle Conway, Maryame Ichiba, Zixuan Zhao
2021· book· en· uO Research (University of Ottawa)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
fundno affunlabeled
Reverse generative learning
Wenrui Liang, Rosya Izyanie Shamshudeen, Md Azalanshah Md Syed, Shen Hui
2025· article· Journal of International Students· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Postdigital Complexity Science
Cary Campbell, Thomas Hoeller
2025· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Post Humanism: A Desire for a New Humanity
Nikki Fairchild, Carol Lee, Kay Sidebottom
2022· article· en· Cultural and Pedagogical Inquiry· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
The Eco-Algorithmic Border
Keyvan Allahyari, Tyne Daile Sumner
2025· article· en· Journal of Borderlands Studies· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Editorial
Michelle Yeo
2023· editorial· en· Imagining SoTL· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
From Tolerance to Decision on Anti-G
Tiffany Sutton
2025· preprint· Figshare· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Editors’ introduction May 2020.
Oshin Vartanian, Thalia R. Goldstein
2020· article· en· Psychology of Aesthetics Creativity and the Arts· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
La recherche en éducation
2020· paratext· fr· Revue internationale d éducation de Sèvres· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Critical Digital:Museums and their Postdigital Circumstance
Ross Parry, Vince Dziekan
2021· book-chapter· en· Monash University Research Portal (Monash University)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations

How this was built: Screen · Findings · About