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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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Evolutionary Algorithms and Applications
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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.

691 results · 1 filter active ·
Results by year
20002025
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Machine labels · sparse coverage
Evidence
Language
Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
691 works in the cohort · of 4,299,418page 11 of 14

Labels cover 0 of 691 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 691 of 691 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Evolving Networks or Graphs
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Evolutionary Computation
2024· book-chapter· en· Synthesis lectures on learning, networks, and algorithms· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Let’s Evolve Intelligence, Not Solutions
2024· book-chapter· en· Genetic and evolutionary computation· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Part Introduction
2006· other· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Primary Graft Dysfunction
2025· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Two perspectives on generative AI now
2024· article· en· Discourse and Writing/Rédactologie· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
W. B. Langdon “Jaws 30”
2023· article· en· Genetic Programming and Evolvable Machines· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Genetic Algorithm Visualization
2025· book-chapter· en· Communications in computer and information science· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Genetic Learning
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Parallelizing Genetic Algorithms
2008· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
DarwiNN
2020· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A Possible Canvasback x Ruddy Duck Hybrid
2025· article· Digital Commons - University of South Florida (University of South Florida)· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
fundno affno abstractunlabeled
Genetic Programming
2024· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Fiscal Year 2018
2019· report· en· The Portal to Texas History (University of North Texas)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About