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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.

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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Adaptive optics and wavefront sensing
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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.

1,367 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.
1,367 works in the cohort · of 4,299,418page 4 of 28

Labels cover 0 of 1,367 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 1,367 of 1,367 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Edge sensor design for the TMT
Terry S. Mast, G. A. Chanan, J. Stuart Nelson, R.H. Minor, R.C. Jared
2006· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Primary mirror dynamic disturbance models for TMT: vibration and wind
Douglas G. MacMynowski, M. M. Colavita, Warren Skidmore, Konstantinos Vogiatzis
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Aero-thermal modeling framework for TMT
Konstantinos Vogiatzis
2011· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
aboutno affunlabeled
Mauna Kea Sky Transparency from CFHT SkyProbe Data1
Eric Steinbring, Jean‐Charles Cuillandre, E. A. Magnier
2009· article· en· Publications of the Astronomical Society of the Pacific· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
12
citations
fundno affunlabeled
Strategies for estimating mirror and dome seeing for TMT
Konstantinos Vogiatzis, George Z. Angeli
2006· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
12
citations
fundno affunlabeled
The TMT Laser Guide Star Facility
C. Boyer, Brent L. Ellerbroek, Luc Gilles, L. Wang
2010· article· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Schwarzschild modelling of barred s0 galaxy NGC 4371
Behzad Tahmasebzadeh, Zhu Ling, Juntai Shen, Dimitri A. Gadotti, Monica Valluri, Sabine Thater +12 more
2024· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
The Historical Growth of Telescope Aperture
Réne Racine
2003· article· en· Publications of the Astronomical Society of the Pacific· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations
fundno affunlabeled
Advances in aerothermal modeling for TMT
Konstantinos Vogiatzis
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
CIAO: wavefront sensors for GRAVITY
Silvia Scheithauer, W. Brandner, C. Deen, T. Adler, Henri Bonnet, P. Bourget +37 more
2016· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations

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