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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
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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.

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

affno abstractunlabeled
Teaching in the Age of Covid-19
Petar Jandrić, David L. Hayes, Ian Truelove, Paul Levinson, Peter Mayo, Thomas Ryberg +78 more
2020· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · noneconsensus · none
234
citations
affunlabeled
Networked Learning in 2021: A Community Definition
Lesley Gourlay, José Luis Rodríguez Illera, Elena Barberà, Maha Bali, Daniela Gachago, Nicola Pallitt +33 more
2021· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · noneconsensus · none
124
citations
affno abstractunlabeled
Digital equity and intercultural education
Paul Resta, Thérèse Laferrière
2015· article· en· Education and Information Technologies· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
87
citations
affunlabeled
Understanding Digital Inequality: A Theoretical Kaleidoscope
Caroline Kühn, Su-ming Khoo, Laura Czerniewicz, Warren Lilley, Swati Jaywant Rao Bute, Aisling Crean +6 more
2023· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
72
citations
affunlabeled
Teaching in the Age of Covid-19—1 Year Later
Petar Jandrić, David L. Hayes, Paul Levinson, Line Lisberg Christensen, Happiness Onesmo Lukoko, Jimmy Ezekiel Kihwele +71 more
2021· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Teaching in the Age of Covid-19—The New Normal
Petar Jandrić, Ana Fuentes Martínez, Charles Reitz, Liz Jackson, Dennis Grauslund, David L. Hayes +63 more
2022· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
The Technical Codes of Online Education
Edward C. Hamilton, Andrew Feenberg
2005· article· en· E-Learning and Digital Media· Computer Science
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Collective Writing: The Continuous Struggle for Meaning-Making
Petar Jandrić, Timothy W. Luke, Sean Sturm, Peter McLaren, Liz Jackson, Alison MacKenzie +11 more
2022· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
42
citations
affunlabeled
Critical GenAI Literacy: Postdigital Configurations
Chrysi Rapanta, Ibrar Bhatt, Aras Bozkurt, Laura Ann Chubb, Christopher Erb, Ingrid Forsler +13 more
2025· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
30
citations
affunlabeled
Critical Technical Awakenings
Maya Malik, Momin M. Malik
2021· article· en· Journal of Social Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Understanding Digital Inequality: A Theoretical Kaleidoscope
Caroline Kühn, Su-ming Khoo, Laura Czerniewicz, Warren Lilley, Swati Jaywant Rao Bute, Aisling Crean +6 more
2023· book-chapter· en· Postdigital science and education· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
22
citations
affunlabeled
Online Surveillance, Censorship, and Encryption in Academia
Leonie Maria Tanczer, Ronald J. Deibert, Didier Bigo, M.I. Franklin, Lucas Melgaço, David Lyon +2 more
2019· article· en· International Studies Perspectives· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Collective Writing: The Continuous Struggle for Meaning-Making
Petar Jandrić, Timothy W. Luke, Sean Sturm, Peter McLaren, Liz Jackson, Alison MacKenzie +11 more
2023· book-chapter· en· Postdigital science and education· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
18
citations
affunlabeled
Fighting for the Future
Henry A. Giroux
2011· article· en· Culture Studies &#x2194 Critical Methodologies· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
15
citations
fundno affno abstractunlabeled
Postdigital/More-Than-Digital Meaning-Making
Ibrar Bhatt, Lesley Gourlay
2024· article· en· Postdigital Science and Education· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
13
citations
affno abstractunlabeled
We need a decolonized appropriation of AI in Africa
Thomas Hervé Mboa Nkoudou
2023· letter· en· Nature Human Behaviour· Computer Science
distilled prediction:candidate · research_integrityconsensus · research_integrity
12
citations
affno abstractunlabeled
Postdigital Neoliberalism
P. Taylor Webb
2023· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations

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