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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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Springer proceedings in earth and environmental sciences
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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.

24 results · 1 filter active ·
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20192025
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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.
24 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 24 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 24 of 24 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Geostatistics Toronto 2021
Sebastian Alejandro Avalos Sotomayor, Julián M. Ortíz, R. Mohan Srivastava
2023· book· en· Springer proceedings in earth and environmental sciences· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Comparing and Detecting Stationarity and Dataset Shift
Camilla da Silva, Jed Nisenson, Jeff Boisvert
2023· book-chapter· en· Springer proceedings in earth and environmental sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Integrated Simulation to Evaluate Hydrogen Deployment Strategies
Hossam A. Gabbar, Otavio Lopes Alves Esteves, Elena Villalobos Herra, Omar S. Hemied
2024· book-chapter· en· Springer proceedings in earth and environmental sciences· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Hybrid Simulation Testing of Coupling Beams
Jamin Park, Alexandru N. Trandafir, Νικόλαος Σταθάς, Elias Strepelias, Xenofontas Palios, Oh‐Sung Kwon +2 more
2022· book-chapter· en· Springer proceedings in earth and environmental sciences· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About