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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 E
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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.

851 results · 1 filter active ·
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20042015
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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.
851 works in the cohort · of 4,299,418page 1 of 18

Labels cover 1 of 851 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 851 of 851 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Voter models on heterogeneous networks
Vishal Sood, Tibor Antal, S. Redner
2008· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
391
citations
afffundunlabeled
Adaptive networks: Coevolution of disease and topology
Vincent Marceau, Pierre‐André Noël, Laurent Hébert‐Dufresne, Antoine Allard, Louis J. Dubé
2010· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
212
citations
affunlabeled
Entanglement as a signature of quantum chaos
Xiaoguang Wang, Shohini Ghose, Barry C. Sanders, Bambi Hu
2004· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
193
citations
affunlabeled
Kinetic activation-relaxation technique
Laurent Karim Béland, P.E. Brommer, Fedwa El‐Mellouhi, Jean-François Joly, Normand Mousseau
2011· article· en· Physical Review E· Engineering
distilled prediction:candidate · noneconsensus · none
162
citations
affunlabeled
Self-sustained nonlinear waves in traffic flow
M. R. Flynn, Aslan R. Kasimov, Jean‐Christophe Nave, Rodolfo R. Rosales, Benjamin Seibold
2009· article· en· Physical Review E· Engineering
distilled prediction:candidate · noneconsensus · none
137
citations
afffundunlabeled
Microrheology and structure of a yield-stress polymer gel
Felix K. Oppong, Laurent Rubatat, Barbara J. Frisken, Arthur E. Bailey, John R. de Bruyn
2006· article· en· Physical Review E· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
132
citations
affunlabeled
Generalizing Landauer’s principle
O. J. E. Maroney
2009· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
97
citations

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