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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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Physical Review Research
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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.

365 results · 1 filter active ·
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20192025
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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.
365 works in the cohort · of 4,299,418page 3 of 8

Labels cover 0 of 365 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 365 of 365 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
Energetic cost of feedback control
Jannik Ehrich, Susanne Still, David A. Sivak
2023· article· en· Physical Review Research· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
Collinear altermagnets and their Landau theories
Paul McClarty, Jeffrey G. Rau, Judit Romhányi
2025· article· en· Physical Review Research· Materials Science
machine prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Simulation of cryogenic buffer gas beams
Yuiki Takahashi, David Shlivko, Gabriel Woolls, Nicholas R. Hutzler
2021· article· en· Physical Review Research· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Robust macroscopic Schrödinger's cat on a nucleus
Pragati Gupta, Arjen Vaartjes, Xi Yu, Andrea Morello, Barry C. Sanders
2024· article· en· Physical Review Research· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Neural-shadow quantum state tomography
Victor K. Wei, W. A. Coish, Pooya Ronagh, Christine A. Muschik
2024· article· en· Physical Review Research· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Multi-delay complexity collapse
S. Kamyar Tavakoli, André Longtin
2020· article· en· Physical Review Research· Engineering
machine prediction:candidate · noneconsensus · none
12
citations

How this was built: Screen · Findings · About