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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.

affaffiliation
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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 13 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.

affunlabeled
Evaluating The Core: The prospect of geodes
Kira B. Moor, Rebekah Ingram
2014· article· en· Journal of Interdisciplinary Science Topics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Merrill, John Ellsworth
E. F. Milone
2024· book-chapter· en· Biographical Encyclopedia of Astronomers· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Burland, Miriam Seymour
Alan H. Batten
2024· book-chapter· en· Biographical Encyclopedia of Astronomers· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Engineer Empires (From 1800 Onward)
Rein Taagepera, Miroslav Nemčok
2024· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On the Motion of Heaven
2025· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
IN MEMORIAM: FRANK C. BELLROSE, 1916–2005
Leigh H. Fredrickson, Stephen P. Havera
2005· article· en· The Auk· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Vorontsov-Velyaminov, Boris Aleksandrovich
Thomas Hockey, Virginia Trimble, Thomas R. Williams, Katherine Bracher, Richard A. Jarrell, Jordan D. Marché +2 more
2014· book-chapter· en· Biographical Encyclopedia of Astronomers· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Arleigh Vincent 1921–2011
Vidar Nordin, Lorne F. Riley, Jack H. Smyth, Michelle L. Edwards
2012· article· en· The Forestry Chronicle· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Nature of War
2017· book-chapter· en· The MIT Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A TALE OF TWO LAKES
Paul Pilkington, Francine M.G. McCarthy, Aaron Alderson, Brad Hubeny, Joseph I. Boyce
2020· article· en· Abstracts with programs - Geological Society of America· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Perceptions of the Solar System in History
E. F. Milone, Willam J.F. Wilson
2008· book-chapter· en· Astronomy and astrophysics library· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian lndustry Report of
2015· article· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Trek
A. K. Dewdney
2000· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Scarcity of Time
Alex C. Michalos, Alex C. Michalos
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Apparent Magnitude, Astronomy
Ken Tapping
2016· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Kilwardby, Robert
Henrik Lagerlund
2011· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Pilot optical alignment
B. Mot, Y. Longval, J. Aumont, Nicolas Bray, O. Boulade, M. Bouzit +57 more
2017· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Some Final Remarks
J. D. Landstreet, D. O. Kudryavtsev
2011· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Capreolus, John
Henrik Lagerlund
2011· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fowler, Orson
David C. Devonis, Roger K. Thomas, David D. Lee, Mark E. Mattson, Harold Takooshian, Thomas A. Caffrey +6 more
2012· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
H. Lawrence Helfer (1929–2021)
J. L. Pipher, H. M. van Horn, D. M. Watson, Tamara T. Helfer
2021· article· et· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
In Pursuit of the Perfect Image
Bruce Dorminey
2002· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Buchanan, James McGill
Jenny Harrow, Susan Lord, Jan Sacharko, Allyson Reaves, Anne Sander, Martha Chen +19 more
2009· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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