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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
aboutaboutness

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 8 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
Career Phases in Research Computing and Data
2023· article· en· Practice and Experience in Advanced Research Computing· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication
3
citations
affno abstractunlabeled
A data editor for behavioral ecology
2025· article· en· Behavioral Ecology· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
2
citations
venueno affgemma · scholarly_communicationgpt · metaresearch+scholarly_communicationmodels split
Informing the Digital Archive with Altmetrics
2019· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affunlabeled
Investigating the Link Between Research Data and Impact
2019· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+open_science
2
citations
affunlabeled
Appraisal Guidance for the Preservation of Research Data
2022· report· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+scholarly_communication+open_science
2
citations
affaboutunlabeled
DMP Assistant [Tool Review]
2018· article· en· Journal of Librarianship and Scholarly Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
aboutno affunlabeled
MBE Editor's Report
2010· article· en· Molecular Biology and Evolution· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundaboutunlabeled
Remote Collaboration
2012· article· en· Science Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affunlabeled
Time-Layered Cultural Map of Australia
2020· article· en· Digital Humanities in the Nordic and Baltic Countries Publications· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affunlabeled
Geographic differences in the uptake of diamond open access and APCs
2022· paratext· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+open_science+insufficient_payload
2
citations
aboutno affunlabeled
Make Data Count Summit presentations
2023· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+open_science+insufficient_payload
2
citations
aboutno affunlabeled
Creating a common European mobility data space
2023· other· en· Cadmus - EUI Research Repository (European University Institute)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · scholarly_communication+open_science
2
citations
afffundvenueaboutunlabeled
The CARL Portage Partnership Story
2020· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
2
citations

How this was built: Screen · Findings · About