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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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VLSI and FPGA Design Techniques
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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.

673 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.
673 works in the cohort · of 4,299,418page 2 of 14

Labels cover 0 of 673 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 673 of 673 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
Eh?Placer
Nima Karimpour Darav, Andrew Kennings, Aysa Fakheri Tabrizi, David T. Westwick, Laleh Behjat
2016· article· en· ACM Transactions on Design Automation of Electronic Systems· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
41
citations
afffundunlabeled
BALLISTIC: an analog layout language
Blythe Owen, Bob Duncan, S. Jantzi, C. Ouslis, S. Rezania, K. Martin
2002· article· en· Engineering
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Un/DoPack
Marvin Tom, David Leong, Guy Lemieux
2006· article· en· Digest of technical papers/Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design· Engineering
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Incremental placement for layout driven optimizations on FPGAs
Deshanand P. Singh, Stephen D. Brown
2002· article· en· Digest of technical papers/Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design· Engineering
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
WireMap
Stephen Jang, Billy Chan, Kevin Chung, Alan Mishchenko
2008· article· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
Force-Directed Methods for Generic Placement
Andrew Kennings, Kristofer Vorwerk
2006· article· en· IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems· Engineering
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Gravity
Stefan Thomas Obenaus, Ted H. Szymanski
2003· article· en· ACM Transactions on Design Automation of Electronic Systems· Engineering
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Placement Algorithm in Analog-Layout Designs
L. Zhang, R. Raut, Yingtao Jiang, U. Kleine
2006· article· en· IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems· Engineering
machine prediction:candidate · noneconsensus · none
27
citations
afffundunlabeled
GlitchLess
Julien Lamoureux, Guy Lemieux, Steven J. E. Wilton
2007· article· en· Engineering
machine prediction:candidate · noneconsensus · none
27
citations
affunlabeled
A CAD framework for Malibu
David Grant, Chris Wang, Guy Lemieux
2011· article· en· Engineering
machine prediction:candidate · noneconsensus · none
26
citations
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