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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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Advancements in Photolithography Techniques
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

180 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.
180 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 180 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 180 of 180 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pipelines
William J. Dally, Ralf-Christian Härting, Tor M. Aamodt
2015· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
205 Pen and Pixel: Abell 85 / M106 / M105 / IC 5076
Lynn Hilborn, James Black, Dalton Wlson, Kerry-Ann Lecky Hepburn
2013· article· en· Journal of the Royal Astronomical Society of Canada· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.51847/7TmarKOoRG
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Photoresist Reflow
Dongqing Li
2015· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Yield
Harry Levinson
2009· book-chapter· en· SPIE eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
PATCH: Learnable Tile-level Hybrid Sparsity for LLMs
Younes Hourri, M. Hamed Mozaffari, Maryam Mehri Dehnavi
2025· preprint· en· arXiv (Cornell University)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About