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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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IEEE Communications Surveys & Tutorials
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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.

206 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.
206 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 206 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 206 of 206 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Second quarter 2008.
2008· article· en· IEEE Communications Surveys & Tutorials· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Editorial: Third Quarter 2021 IEEE Communications Surveys and Tutorials
2021· editorial· en· IEEE Communications Surveys & Tutorials· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+research_integrity
2
citations
afffundunlabeled
Quantum Federated Learning: A Comprehensive Survey
2025· article· IEEE Communications Surveys & Tutorials· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · none
2
citations
aboutno affunlabeled
Editorial: Second Quarter 2024 IEEE Communications Surveys and Tutorials
2024· editorial· en· IEEE Communications Surveys & Tutorials· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
1
citations
aboutno affno abstractunlabeled
Fourth Quarter 2010 IEEE Communications Surveys & Tutorials
2010· article· en· IEEE Communications Surveys & Tutorials· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Editorial: Second Quarter 2018 IEEE Communications Surveys and Tutorials
2018· editorial· en· IEEE Communications Surveys & Tutorials· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
0
citations
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