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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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OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
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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.

1,180 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.
1,180 works in the cohort · of 4,299,418page 13 of 24

Labels cover 5 of 1,180 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 1,180 of 1,180 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
CY22 Second Quarter Asbestos Report for Permit SW532
Louis Gregory
2022· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
$B$ Physics at CDF
2024· other· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
FY17 2nd Quarter Transportation Report
2020· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
hls4ml
Caiden [William Rainey Harper Coll.] Swanson
2024· other· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
NECTURUS MACULOSUS (Common Mudpuppy). NESTING BEHAVIOR
Stephen Nelson
2024· article· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
PTArcade
2023· other· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Presentation to Public Safety Canada.
2019· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Student Support-Radiochemistry Conference
2016· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Fuel Cells Quarter 4 FY2010 Progress report.
Jay O. Keller
2020· paratext· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Characterization of Interconnects
Peter Hacke
2023· paratext· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CY22 First Quarter Asbestos Report for Permit HW0101
Louis Gregory
2022· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
S&TR Preview: Investing in the Nation’s Future
2018· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Refinery expansion and upgrading: Trends and needs
2018· other· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Study of neutron beta decay with the Nab experiment
S. Baeßler
2024· article· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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