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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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Error Correcting Code 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.

affaffiliation
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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.

812 results · 1 filter active ·
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20012025
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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.
812 works in the cohort · of 4,299,418page 12 of 17

Labels cover 0 of 812 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 812 of 812 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Robust LT designs in binary erasures
Khaled F. Hayajneh, Shahram Yousefi
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Stochastic Dividers for Low Latency Neural Networks
Shanshan Liu, Xiaochen Tang, Farzad Niknia, Pedro Reviriego, Weiqiang Liu, Fabrizio Lombardi
2021· preprint· en· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Generalized Fast Decoding of Polar Codes
Carlo Condo, Valerio Bioglio, Ingmar Land
2018· preprint· en· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Relaxed Half-Stochastic Belief Propagation
François Leduc-Primeau, Saied Hemati, Shie Mannor, Warren J. Gross
2012· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Effect Of Interleaving On A Gilbert Channel
Daniel Roviras, Jean Conan, F. Castanié
2015· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
DNN Aided Joint Source-Channel Decoding Scheme for Polar Codes
Qingping Yu, You ZHANG, Zhiping Shi, Xingwang Li, Longye WANG, Ming Zeng
2023· article· en· IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences· Computer Science
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Connecting Spatially Coupled LDPC Code Chains
Dmitri Truhachev, David G. M. Mitchell, Michael Lentmaier, Daniel J. Costello
2011· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Fragile complexity of adaptive algorithms
Rolf Fagerberg, Prosenjit Bose, Pilar Cano, John Iacono, Stefan Langerman
2022· article· en· IT University Of Copenhagen (IT University of Copenhagen)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
Construction of Polar Codes with Reinforcement Learning
Yun Liao, Seyyed Ali Hashemi, J.M. Cioffi, Andrea Goldsmith
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Girth Analysis of Quantum Quasi-Cyclic LDPC Codes
Farzane Amirzade, Daniel Panario, Mohammad‐Reza Sadeghi
2024· article· en· Problems of Information Transmission· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
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