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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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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.

3,873 results · 1 filter active ·
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20012025
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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.
3,873 works in the cohort · of 4,299,418page 35 of 78

Labels cover 1 of 3,873 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 3,873 of 3,873 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.

afffundunlabeled
The EDIBLES survey
M. Elyajouri, R. Lallement, N. L. J. Cox, J. Cami, Martin Cordiner, J. V. Smoker +3 more
2018· article· en· Astronomy and Astrophysics· Chemistry
machine prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
The EDIBLES survey
Xavier L. Bacalla, H. Linnartz, N. L. J. Cox, J. Cami, E. Roueff, J. V. Smoker +3 more
2018· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Hier ist wahrhaftig ein Loch im Himmel
Thomas Stanke, Amelia M. Stutz, John Tobin, B. Ali, S. T. Megeath, O. Krause +17 more
2010· article· de· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
Doppler imaging of stellar surface structure
Zs. Kővári, J. Bartus, K. G. Strassmeier, K. Oláh, M. Weber, J. B. Rice +1 more
2006· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
fundno affunlabeled
Isochrone fitting in the <i>Gaia</i> era
Alexey Mints, S. Hekker
2018· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
fundno affunlabeled
Forbidden hugs in pandemic times
A. Pastorello, G. Valerin, M. Fraser, N. Elias–Rosa, S. Valenti, A. Reguitti +29 more
2021· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
fundno affunlabeled
Pan-STARRS1 variability of XMM-COSMOS AGN
T. Simm, R. Saglia, M. Salvato, R. Bender, W. S. Burgett, K. C. Chambers +9 more
2015· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Cosmology with cosmic web environments
Tony Bonnaire, Nabila Aghanim, Joseph Kuruvilla, Aurélien Decelle
2022· preprint· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
An HST/WFPC2 survey of bright young clusters in M 31
S. Perina, Judith G. Cohen, P. Barmby, Michael A. Beasley, M. Bellazzini, Jean P. Brodie +8 more
2009· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
<i>Planck</i> intermediate results
Y. Akrami, M. Ashdown, J. Aumont, C. Baccigalupi, M. Ballardini, A. J. Banday +118 more
2020· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
Meissner effect and vortex dynamics in quark stars
Rachid Ouyed, Ø. Elgarøy, Håkon Dahle, P. Keränen
2004· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
Massive star cluster formation
Brooke Polak, Mordecai‐Mark Mac Low, Ralf S. Klessen, Jia Wei Teh, Claude Cournoyer-Cloutier, Eric P. Andersson +9 more
2024· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Rotation of molecular clouds in M 51
J. Braine, Annie Hughes, E. Rosolowsky, P. Gratier, Dario Colombo, Sharon E. Meidt +1 more
2019· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
<i>Planck</i>intermediate results
P. A. R. Ade, N. Aghanim, M. Ashdown, J. Aumont, C. Baccigalupi, A. J. Banday +171 more
2016· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
fundno affunlabeled
Persistent homology in cosmic shear
Sven Heydenreich, Benjamin Brück, Pierre Burger, Joachim Harnois-Déraps, Sandra Unruh, T. Castro +2 more
2022· article· en· Astronomy and Astrophysics· Computer Science
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
The Galactic centre mini-spiral in the mm-regime
D. Kunneriath, A. Eckart, S. N. Vogel, Peter Teuben, K. Mužić, R. Schödel +6 more
2011· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
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