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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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Research Data Management Practices
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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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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.

2,427 results · 1 filter active ·
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20002025
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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.
2,427 works in the cohort · of 4,299,418page 5 of 49

Labels cover 37 of 2,427 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 2,427 of 2,427 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Data Infrastructures in Ecology: An Infrastructure Studies Perspective
2020· reference-entry· en· Oxford Research Encyclopedia of Environmental Science· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · scholarly_communication+open_science
7
citations
venueno affno abstractunlabeled
Best Practices in Multi-Vendor Open Source Communities
2011· article· en· ˜The œopen source business resource· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
6
citations
affunlabeled
Transdisciplinary approaches to critical data studies
2018· article· en· Proceedings of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
6
citations
affno abstractunlabeled
Research Data Management
2024· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science
6
citations
affunlabeled
Foreground Science Knowledge and Prospects
2009· preprint· en· AIP conference proceedings· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
6
citations
affunlabeled
FAIRification of biomedical research data
2025· article· en· Journal of Clinical Epidemiology· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · metaresearch
6
citations
affvenueunlabeled
Mendeley Data
2016· article· fr· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication
6
citations
venueno affunlabeled
Don't ask too much from data literacy
2016· article· en· The Journal of Community Informatics· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication
6
citations
venueno affunlabeled
Evaluating Open Access Day 2009 at Ohio State University
2010· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication
5
citations

How this was built: Screen · Findings · About