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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.

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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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Web visibility and informetrics
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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.

187 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.
187 works in the cohort · of 4,299,418page 3 of 4

Labels cover 5 of 187 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 187 of 187 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Longitudinal study of website structure
Xavier Chamberland-Thibeault, Sylvain Hallé
2021· dataset· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
Canada’s Contribution to LIS Research
Lisa Shamchuk
2024· article· en· Canadian Journal of Information and Library Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affno abstractunlabeled
How to design your academic website
Paul L. Gribble
2025· article· en· Nature Human Behaviour· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Global Internet Hyperlink Networks
2018· book-chapter· en· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Patent information retrieval on the Internet
Liu Nai-qiang
2007· article· en· Journal of Academic Library and Information Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
L'internationalisation du portail Revues.org se poursuit !
2009· article· fr· OpenEdition (OpenEdition)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
0
citations
venueno affno abstractunlabeled
ScienceDirect: Your Link to JNEB
Karen Chapman‐Novakofski
2012· article· en· Journal of Nutrition Education and Behavior· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Myiopharus neilli O'Hara, 2007, sp. nov.
2007· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Canadian Information Ecosystem
2023· article· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Archived Content
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Web Mapping: Past, Present & Future
Glen Newton
2006· article· en· NPARC· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Canadian Information Ecosystem
2023· article· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Canadian Information Ecosystem
2023· article· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Canadian Information Ecosystem
2023· article· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Breaking down silos on the road to the SSH Open Cluster
2022· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
aboutno affunlabeled
EXPERIENCE REPORT
2015· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
affunlabeled
The path to openness: letter from the editors
2012· article· en· Greater South Information System· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
The path to openness: letter from the editors
2012· article· en· Greater South Information System· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Shorebird-related Sites on the World Wide Web
Robin M. Ward
2001· article· Digital Commons - University of South Florida (University of South Florida)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
Search Engines: Finding What You Want
Pat Letendre
2001· article· en· Laboratory Medicine· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Vérifier l’information sur le Web et les réseaux sociaux
Serge Courrier
2016· article· fr· I2D - Information données & documents· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
affvenueunlabeled
Infometrics and the World Wide Web: A Case Study and Discussion
Stephen J. Downie
2013· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
0
citations
affvenueaboutunlabeled
Une méthode pour l’évaluation de sites Web
Ginette Rouleau, James M. Turner
2015· article· fr· Documentation et bibliothèques· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
0
citations
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