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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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Frontiers in Physics
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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.

101 results · 1 filter active ·
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20142025
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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.
101 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 101 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 101 of 101 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Editorial: Pattern formation in biology
Pau Formosa-Jordan, David M. Holloway, Luis Diambra
2023· editorial· en· Frontiers in Physics· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Analysis of the Global Banking Network by Random Matrix Theory
Ali Namaki, Reza Raei, Jamshid Ardalankia, Leila Hedayatifar, Ali Hosseiny, Emmanuel Haven +1 more
2021· preprint· en· Frontiers in Physics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
CUTE: A Cryogenic Underground TEst facility at SNOLAB
Philippe Camus, Jonathan Corbett, Sean Crawford, K. Dering, E. Fascione, Gilles Gerbier +11 more
2024· article· en· Frontiers in Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Cluster decays of 12Be excited states
Nikola Vukman, N. Soić, M. Freer, M. Alcorta, D. Connolly, P. Čolović +6 more
2022· article· en· Frontiers in Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
PlotCam: A handheld proximal phenomics platform
Malcolm J. Morrison, Alison Claire Gahagan, T. Hotte, Marc Lefebvre, Matthew Kenny, Alain Saumure
2023· article· en· Frontiers in Physics· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Thermodynamics of Many Black Holes
Ruth Gregory, Zheng Liang Lim, Andrew Scoins
2021· preprint· en· Frontiers in Physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
afffundunlabeled
Tensor networks for p-spin models
Benjamin Lanthier, Jeremy Côté, Stefanos Kourtis
2024· article· en· Frontiers in Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
β-decay studies for shape coexistence
P. E. Garrett
2024· article· en· Frontiers in Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Is the end of insight in sight?
Jean‐Michel Tucny, Mihir Durve, Sauro Succi
2025· article· en· Frontiers in Physics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations

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