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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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Physica A Statistical Mechanics and its Applications
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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
fundfunder
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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.

152 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.
152 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 152 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 152 of 152 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
System-wide implications of funding risk
Grzegorz Hałaj
2018· article· en· Physica A Statistical Mechanics and its Applications· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
17
citations
afffundno abstractunlabeled
Noise and conditional entropy evolution
Michael C. Mackey, Marta Tyran‐Kamińska
2005· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Non-linear Liouville and Shrödinger equations in phase space
M.C.B. Fernandes, F. C. Khanna, M. Martins, A. E. Santana, J. D. M. Vianna
2010· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Fear, extreme fear and U.S. stock market returns
Elie Bouri, Nikola Gradojević, Ramzi Nekhili
2024· article· en· Physica A Statistical Mechanics and its Applications· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
afffundno abstractunlabeled
Scaling of cluster mass between two lines in 3d percolation
L. R. da Silva, Gerald Paul, Shlomo Havlin, Don R. Baker, H. Eugene Stanley
2003· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
9
citations
fundno affno abstractunlabeled
Stochastic action of actomyosin motor
Michał Kurzyński, Przemysław Chełminiak
2004· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations

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