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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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Ferroelectric and Negative Capacitance Devices
Retraction
Abstract
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Study design
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

129 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.
129 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 129 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 129 of 129 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Bit-pragmatic deep neural network computing
Jorge Albericio, Alberto Delmás, Patrick Judd, Sayeh Sharify, Gerard O’Leary, Roman Genov +1 more
2017· preprint· en· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
229
citations
affaboutunlabeled
UCD in agile projects
Paul McInerney, Frank Maurer
2005· article· en· interactions· Engineering
distilled prediction:candidate · noneconsensus · none
98
citations
affno abstractunlabeled
Sparsity in transformers: A systematic literature review
Mirko Farina, Usman Ahmad, A. T. M. Taha, Hussein Younes, Yusuf Mesbah, Xiao Yu +1 more
2024· article· en· Neurocomputing· Engineering
distilled prediction:candidate · noneconsensus · none
40
citations
afffundunlabeled
Encoding structure in holographic reduced representations.
Matthew A. Kelly, Dorothea Blostein, D. J. K. Mewhort
2012· article· en· Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations
fundno affno abstractunlabeled
The isolation effect when offloading memory.
Megan O. Kelly, Evan F. Risko
2019· article· en· Journal of Applied Research in Memory and Cognition· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Negative-Capacitance FET With a Cold Source
Shujin Guo, Raphaël J. Prentki, Kexin Jin, Changle Chen, Hong Guo
2020· article· en· IEEE Transactions on Electron Devices· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affunlabeled
Hierarchical Coded Elastic Computing
Shahrzad Kiani, Tharindu Adikari, Stark C. Draper
2021· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Convolutional neural networks in APL
Artjoms Šinkarovs, Robert Bernecky, Sven‐Bodo Scholz
2019· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
IEEE Journal of Solid-State Circuits
J. L. Long, Emre Ayranci, T.S. Fiez, A Greenberg, A Stmicroelectronics, Ippei FUJIMORI +58 more
2022· article· nl· IEEE Journal of Solid-State Circuits· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
5
citations
affunlabeled
Db2une: Tuning Under Pressure via Deep Learning
Alexander Bianchi, Andrew Chai, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte
2024· article· en· Proceedings of the VLDB Endowment· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About