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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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IEEE Transactions on Automatic Control
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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
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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.

347 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.
347 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 347 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 347 of 347 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Extended Conic Sector Theorem
Leila Bridgeman, James Richard Forbes
2015· article· en· IEEE Transactions on Automatic Control· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
The Multi-Armed Bandit With Stochastic Plays
Antoine Lesage‐Landry, Joshua A. Taylor
2017· article· en· IEEE Transactions on Automatic Control· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
20
citations
affunlabeled
Online Feedback Equilibrium Seeking
Giuseppe Belgioioso, Dominic Liao-McPherson, Mathias Hudoba de Badyn, Saverio Bolognani, Roy S. Smith, John Lygeros +1 more
2024· article· en· IEEE Transactions on Automatic Control· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
afffundunlabeled
Filtering a Markov Modulated Random Measure
Robert J. Elliott, Tak Kuen Siu, Hailiang Yang
2009· article· en· IEEE Transactions on Automatic Control· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
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How this was built: Screen · Findings · About