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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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Constraint Satisfaction and Optimization
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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.

698 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.
698 works in the cohort · of 4,299,418page 6 of 14

Labels cover 0 of 698 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 698 of 698 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Discrete dualities for some algebras with relations
Ivo Düntsch, Ewa Orłowska
2014· article· en· Journal of Logical and Algebraic Methods in Programming· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
fundno affunlabeled
A CHR-based implementation of known arc-consistency
Marco Alberti, Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano
2005· article· en· Theory and Practice of Logic Programming· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Cores in Core Based MaxSat Algorithms: An Analysis
Fahiem Bacchus, Nina Narodytska
2014· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Min-Max Problems on Factor Graphs
Siamak Ravanbakhsh, Christopher Srinivasa, Brendan J. Frey, Russell Greiner
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Portfolio Selection for SAT Instances
Armin Sadreddin, Malek Mouhoub, Samira Sadaoui
2022· article· en· 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
pEvoSAT
Boris Shabash, Kay C. Wiese
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Design efficient local search algorithms
Jun Gu
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Empirical Scaling Analyser
Zongxu Mu, Holger H. Hoos
2015· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Speaking with spatial relations
Lukasz Wawrzyniak, Dennis Nikitenko, Pascal Matsakis
2006· article· en· International Journal of Intelligent Systems Technologies and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Extending Dual Arc Consistency
Sivakumar Nagarajan, Scott D. Goodwin, Abdul Sattar
2003· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
afffundno abstractunlabeled
On the algebra of regular sets
Michael Winter, Torsten Hahmann, Michael Grüninger
2012· article· en· Annals of Mathematics and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations

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