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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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The Open/Technology in Education Society and Scholarship Association Conference
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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.

74 results · 1 filter active ·
Results by year
20212025
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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.
74 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 74 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 74 of 74 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Artificial Intelligence Writing in Higher Education:
Emily Ballantyne
2024· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Open Learning Experience Bingo
Nate Angell, Angela Gunder
2021· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Graphic Narratives of Open Scholarship
Giulia Forsythe
2021· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
0
citations
affvenueaboutunlabeled
Importance of Showing Up (Virtually)
Danielle Lorenz, Nicole Patrie
2024· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Ending Enclosure by Copying the Commons
Mita Williams
2021· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
afffundvenueunlabeled
Survivors of Complex Trauma as Adult Online Learners
Hilary Schmidt
2024· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
afffundvenueunlabeled
Designing Cyberinfrastructure for Knowledge Sharing
Sarah Vela, Audrey Looby, Brittnie Spriel, Hailey L. Davies, Kieran Cox
2024· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Evolving Access to Educational Materials
Michael Paskevicius
2021· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Social Annotation for Power Negotiation
Julie Rosenthal, Emily Carlisle-Johnston, Timothy Turriff
2021· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
Designing Hybrid Learning for Preservice Teachers
Nadia Delanoy, Danni Chen
2025· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
Practicum During the Pandemic: Zooming In
Christine Ho Younghusband
2022· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations

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