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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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Image and Signal Denoising Methods
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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
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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.

1,335 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.
1,335 works in the cohort · of 4,299,418page 18 of 27

Labels cover 0 of 1,335 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 1,335 of 1,335 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Adaptive Image Filters
Konstantinos N. Plataniotis, A.N. Venetsanopoulos
2000· book-chapter· en· Digital signal processing· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affno abstractunlabeled
Color Image Enhancement and Restoration
Konstantinos N. Plataniotis, A.N. Venetsanopoulos
2000· book-chapter· en· Digital signal processing· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affunlabeled
FPGA implementation of fuzzy morphological filters
Nïkhil Gupta, Purnendu Sinha
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Sobolev duals of random frames
C. Si̇nan Güntürk, Mark Lammers, Alex Powell, Rayan Saab, Özgür Yılmaz
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Noiseless Codelength in Wavelet Denoising
Soosan Beheshti, Azadeh Fakhrzadeh, Sridhar Krishnan
2022· preprint· en· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Adaptive processing of images
E. Jernigan, K. Erler
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About