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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
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.

2,427 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
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 2 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
Factors of trust in data reuse
2019· article· en· Online Information Review· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · none
34
citations
affunlabeled
Preserving research data
2004· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
33
citations
affunlabeled
The Tao of Open Science for Ecology
2014· preprint· en· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · open_science
32
citations
affaboutunlabeled
Open Metadata for Research Data Discovery in Canada
2017· article· en· Journal of Library Metadata· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
30
citations
afffundunlabeled
Identifying the challenges in implementing open science
2018· article· en· MNI Open Research· Computer Science
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
30
citations
affunlabeled
Federated Identity Management For Research Collaborations
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
30
citations
affgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometrics+open_sciencemodels split
Incorporating data sharing to the reward system of science
2017· article· en· Aslib Journal of Information Management· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
27
citations
affvenueunlabeled
Can big data tame a “naughty” world?
2017· article· en· Canadian Geographies / Géographies canadiennes· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · scholarly_communication
27
citations
affunlabeled
Act to staunch loss of research data
2015· letter· en· Nature· Computer Science
distilled prediction:candidate · scholarly_communication+open_science+research_integrityconsensus · scholarly_communication+open_science+research_integrity
26
citations
affno abstractunlabeled
Facilitating open exchange of data and information
2015· article· en· Earth Science Informatics· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
22
citations

How this was built: Screen · Findings · About