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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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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
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.

812 results · 1 filter active ·
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20012025
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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.
812 works in the cohort · of 4,299,418page 3 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
Memory-Efficient Polar Decoders
2017· article· en· IEEE Journal on Emerging and Selected Topics in Circuits and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
On codes from hypergraphs
2003· article· en· European Journal of Combinatorics· Computer Science
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Dithered Belief Propagation Decoding
2012· article· en· IEEE Transactions on Communications· Computer Science
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Learning from the Syndrome
2018· article· en· 2018 52nd Asilomar Conference on Signals, Systems, and Computers· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affunlabeled
Survey of Stochastic Computation on Factor Graphs
2007· article· en· Proceedings/Proceedings - International Symposium on Multiple-Valued Logic· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affunlabeled
Windowed Erasure Codes
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Zipper Codes
2022· article· en· Journal of Lightwave Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Energy Consumption of VLSI Decoders
2015· article· en· IEEE Transactions on Information Theory· Computer Science
distilled prediction:candidate · noneconsensus · none
25
citations

How this was built: Screen · Findings · About