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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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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.

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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 ·
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 1 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
The CARE Principles for Indigenous Data Governance
2020· article· en· Data Science Journal· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
1,206
citations
affno abstractunlabeled
Value all research products
2013· article· en· Nature· Computer Science
distilled prediction:candidate · scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
411
citations
affgemma · metaresearch+open_sciencegpt · scholarly_communication+open_sciencemodels split
The TRUST Principles for digital repositories
2020· article· en· Scientific Data· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
390
citations
affunlabeled
Ocean FAIR Data Services
2019· article· en· Frontiers in Marine Science· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
244
citations
affunlabeled
The Tao of open science for ecology
2015· article· en· Ecosphere· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication
195
citations
affunlabeled
The Confidence Database
2020· article· en· Nature Human Behaviour· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
161
citations
afffundunlabeled
Ten Simple Rules for Digital Data Storage
2016· editorial· en· PLoS Computational Biology· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · none
105
citations
affunlabeled
Will It Ever Be FAIR?
2023· article· en· Advances in Archaeological Practice· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
64
citations
affno abstractunlabeled
Data Sharing and Discovery: What Librarians Need to Know
2014· article· en· The Journal of Academic Librarianship· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
63
citations
affunlabeled
Data, disciplines, and scholarly publishing
2007· article· en· Learned Publishing· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
60
citations
affno abstractunlabeled
Open science
2023· article· en· Current Biology· Computer Science
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+open_science
56
citations
affunlabeled
Open Data for Science, Policy, and the Public Good
2016· article· en· Review of Policy Research· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication+open_science
49
citations
affunlabeled
Making an Issue out of a Standard
2012· article· en· Science Technology & Human Values· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · none
48
citations

How this was built: Screen · Findings · About