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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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History and Developments in Astronomy
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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.

888 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
888 works in the cohort · of 4,299,418page 14 of 18

Labels cover 2 of 888 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 888 of 888 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.

affno abstractunlabeled
Wylton, Thomas
Henrik Lagerlund
2011· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Correspondence with:
2015· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Grove, Frederick Philip
Andrew Lesk
2020· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Apparent Magnitude, Astronomy
Ken Tapping
2013· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
McGill, Arnold Robert
Ted Nixon
2012· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
George Grant, Time, and Eternity
Colin Cordner
2023· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The View from Earth
Stefanie Ruel
2019· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Glassco, John
Justin Edwards
2020· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Appendix E: The Longnow clock
Gregory L. Baker, James A. Blackburn
2005· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Optical Network
2007· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
THE CNI EXPERIMENT AT TRIUMF
R. TACIK
2001· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Acknowledgements
2009· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Producer None
2014· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
OURSEL, Charles
Mathilde Siméant
2020· book-chapter· fr· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
SUSTRAC, Charles
Clément Pieyre
2020· book-chapter· fr· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Apparent Magnitude, Astronomy
Ken Tapping
2023· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
TERMS OF REFERENCE Context
2013· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Special Issue: Baby Boomers
2011· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Enforcement Reference
2014· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Preamble
2004· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Bodily Intervention
2016· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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