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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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Interdisciplinary Research and Collaboration
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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.

730 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.
730 works in the cohort · of 4,299,418page 5 of 15

Labels cover 10 of 730 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 730 of 730 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
What if we consider research teams as teams?
Meredith Young, Tim Dubé
2024· article· en· Advances in Health Sciences Education· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
5
citations
affunlabeled
Health Research, Practice, and Education
Angus McMurtry, Kelly N Kilgour, Shanta Rohse
2017· book-chapter· en· Oxford University Press eBooks· Decision Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
affunlabeled
Guest editors' introduction to special issue
Joan M. Ostrove, Jennifer Rinaldi
2013· article· en· Disability Studies Quarterly· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affgemma · stsgpt · stsmodels agree
What's Social About Social Construction?
Christopher Powell
2001· article· en· Social Studies of Science· Decision Sciences
distilled prediction:candidate · stsconsensus · sts
4
citations
affunlabeled
Towards critical global functional scientific literacies
Gonzalo Guerrero, Jesper Sjöström, Travis T. Fuchs, Hyunju Lee, Liliana Valladares
2025· article· en· International Journal of Science Education· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
4
citations
affunlabeled
Promoting Earth Science Teaching and Learning
Eileen Van der Flier-Keller, David Blades, Todd Milford
2011· book-chapter· en· SensePublishers eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · none
4
citations
affno abstractunlabeled
Science in Society
Nico Stehr, Hans von Storch
2022· book· en· WORLD SCIENTIFIC (EUROPE) eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts+insufficient_payload
3
citations
venueno affunlabeled
What’s in a Name
Lyn Carter
2020· article· en· Journal for Activist Science and Technology Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
Getting back to the real world
David B. Zandvliet
2023· article· en· SFU Educational Review· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
The future of scientific societies
Camila Fonseca Amorim da Silva, Edgar Virgüez, Sibel Eker, Christina N. Zdenek, Cathrine Bergh, Casimiro Gerarduzzi +13 more
2023· letter· en· Science· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts
3
citations

How this was built: Screen · Findings · About