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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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Brock Education Journal
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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
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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.

409 results · 1 filter active ·
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20032025
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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.
409 works in the cohort · of 4,299,418page 5 of 9

Labels cover 2 of 409 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 409 of 409 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
The Thesis Journey: Travelling with Charley
Ardra L. Cole
2003· article· en· Brock Education Journal· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
From the Margins to the Mainstream
Douglas D. Karrow, Neus Evans, Debra Harwood
2022· article· en· Brock Education Journal· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Posthuman Knowledge
Julie Gemuend
2021· article· en· Brock Education Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Research Inquiry for Whom and for What Purpose?
Dolana Mogadime
2017· article· en· Brock Education Journal· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
2
citations
affvenueunlabeled
Empathy
Jordan Palmer
2018· article· en· Brock Education Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueaboutunlabeled
Silenced Professoriate
Rahul Kumar
2025· article· en· Brock Education Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
Mental Health in Ontario Sexuality Education
Adam Davies, Justin Brass, Samantha O’Leary, Bronte Shay, Victoria Martins Mendonca, Katrina Esteireiro +4 more
2025· article· en· Brock Education Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
1
citations
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How this was built: Screen · Findings · About