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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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Metaheuristic Optimization Algorithms Research
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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.

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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.

762 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.
762 works in the cohort · of 4,299,418page 1 of 16

Labels cover 0 of 762 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 762 of 762 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
– Ant System
2000· article· en· Future Generation Computer Systems· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
2,698
citations
affunlabeled
Opposition-Based Differential Evolution
2008· article· en· IEEE Transactions on Evolutionary Computation· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,602
citations
affno abstractunlabeled
Opposition-Based Differential Evolution
2008· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
123
citations
affno abstractunlabeled
Using Genetic Algorithms to Optimize ACS-TSP
2002· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
96
citations
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How this was built: Screen · Findings · About