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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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Information Retrieval and Search Behavior
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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
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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.

465 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
465 works in the cohort · of 4,299,418page 2 of 10

Labels cover 3 of 465 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 465 of 465 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Shallow pooling for sparse labels
2022· article· en· Information Retrieval· Computer Science
distilled prediction:candidate · noneconsensus · none
42
citations
fundno affno abstractunlabeled
Advances in Information Retrieval
2024· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
41
citations
fundno affno abstractunlabeled
Looking for Information
2023· book· en· Studies in information· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affunlabeled
Social search
2011· article· en· Program electronic library and information systems· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
30
citations
fundno affunlabeled
Fast ranking in limited space
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
TopPRF
2016· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
Time-Aware Click Model
2016· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
afffundunlabeled
Time well spent
2014· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Bing Chat: The Future of Search Engines?
2023· article· en· Proceedings of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
affvenueunlabeled
Lost in Cyberspace: How Do Search Engines Handle Arabic Queries?
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
25
citations
fundno affno abstractunlabeled
Efficient distributed selective search
2016· article· en· Information Retrieval· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
fundno affunlabeled
Learning To Rank Resources
2017· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
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How this was built: Screen · Findings · About