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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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elib (German Aerospace Center)
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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.

174 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.
174 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 174 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 174 of 174 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Ozone and ultraviolet radiation
2005· other· en· elib (German Aerospace Center)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
fundno affunlabeled
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
Julia Kaltenborn, Charlotte Emilie Elektra Lange, Venkatesh Ramesh, Philippe Brouillard, Yaniv Gurwicz, Chandni Nagda +3 more
2023· preprint· en· elib (German Aerospace Center)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Multi-sensor wetland mapping over the Peace Athabasca Delta
Andreas Schmitt, Anna Wendleder, Kevin Murnaghan, Brian Brisco, Valentin Poncoș
2016· article· en· elib (German Aerospace Center)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Aircraft Wake Vortex State-of-the-Art and Research Needs
Frank Holzäpfel, Andreas Reinke, Sebastian Kauertz, Carsten Schwarz, Lennaert Speijker
2012· article· en· elib (German Aerospace Center)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
The VLT-FLAMES Tarantula Survey
C. J. Evans, N. Bastian, J. M. Bestenlehner, J. van Loon
2020· article· en· elib (German Aerospace Center)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
NOAA AVHRR Data Curation and Reprocessing - TIMELINE
Katrin Molch, Rosemarie Leone, Corinne Frey, Meinhard Wolfmüller, Padsuren Tungalagsaikhan
2013· article· en· elib (German Aerospace Center)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Remote Sensing of Stratospheric Trace Gases by TELIS
Jian Xu, Franz Schreier, Adrian Doicu, Manfred Birk, Georg Wagner, Thomas Trautmann
2015· article· io· elib (German Aerospace Center)· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Who needs e-freight?
Verena Ehrler
2011· article· en· elib (German Aerospace Center)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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