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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 Systems Man and Cybernetics Part B (Cybernetics)
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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.

133 results · 1 filter active ·
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20002012
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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.
133 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 133 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 133 of 133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Robust damping control of mobile manipulators
Sheng Lin, A.A. Goldenberg
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
afffundunlabeled
Genetically Optimized Fuzzy Decision Trees
Witold Pedrycz, Zenon A. Sosnowski
2005· letter· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
49
citations
affunlabeled
Dynamic page based crossover in linear genetic programming
Malcolm I. Heywood, A. Nur Zincir‐Heywood
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
47
citations
affunlabeled
Fixation Precision in High-Speed Noncontact Eye-Gaze Tracking
Christina Hennessey, Borna Noureddin, Peter Lawrence
2008· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
affunlabeled
KASER: knowledge amplification by structured expert randomization
Stuart H. Rubin, S.N.J. Murthy, Michael H. Smith, Ljiljana Trajković
2004· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
Toward a Systems- and Control-Oriented Agent Framework
Kingsley Fregene, D. Kennedy, D.W.L. Wang
2005· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
affunlabeled
A decomposition of fuzzy relations
Witold Pedrycz, Kaoru Hirota, Salvatore Sessa
2001· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
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