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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
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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.

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 2 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.

affvenueunlabeled
Research Methods: Bibliometrics
Virginia Wilson
2016· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · scholarly_communication
11
citations
affgemma · bibliometricsgpt · no categorymodels split
A webometric analysis of the online vaccination debate
Anton Ninkov, Liwen Vaughan
2017· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
10
citations
affgemma · no categorygpt · bibliometricsmodels split
A new approach to web co‐link analysis
Liwen Vaughan, Anton Ninkov
2018· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Cultural design analysis of Arabic websites
Nouf Khashman, Andrew Large
2011· article· en· Proceedings of the American Society for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
An Alternate Method for Ranking Journals Using Citations
Michael J. Nelson
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
2
citations
affaboutunlabeled
The interdisciplinary study of information
Jenna Hartel, Steve Fuller, Rick Szostak, Laurie J. Bonnici
2012· article· en· Proceedings of the American Society for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Delineation of Information Retrieval Research Area Using Input-Output Model
Nahid Tabatabaei, Jamshid Beheshti
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
1
citations
affunlabeled
Toward content quality oriented Blog ranking
Anestis A. Toptsis, Adam F. Russell
2010· article· en· International Conference on New Trends in Information Science and Service Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
Why are Websites Co-linked? The Case of Canadian Universities
Liwen Vaughan, Margaret E. I. Kipp, Yijun Gao
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
1
citations
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