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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.

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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 9 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
Dynamic force patterns of an undulatory microswimmer
Rafael D. Schulman, Matilda Backholm, William S. Ryu, Kari Dalnoki‐Veress
2014· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Maximally fast coarsening algorithms
Mowei Cheng, Andrew D. Rutenberg
2005· article· en· Physical Review E· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
afffundunlabeled
Slanted-pore photonic band-gap materials
Ovidiu Toader, Sajeev John
2005· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
afffundunlabeled
Propagation on networks: An exact alternative perspective
Pierre‐André Noël, Antoine Allard, Laurent Hébert‐Dufresne, Vincent Marceau, Louis J. Dubé
2012· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
19
citations
fundno affunlabeled
Molecular self-organization in cylindrical nanocavities
Sylvain G. Cloutier, James N. Eakin, Rodney Guico, Matthew E. Sousa, G. P. Crawford, Jing Xu
2006· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Multiparameter bifurcations and mixed-mode oscillations in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>Q</mml:mi></mml:math>-switched<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>CO</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>lasers
Eusebius J. Doedel, Carlos L. Pando Lambruschini
2014· article· lv· Physical Review E· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
18
citations
afffundunlabeled
Scaling in force spectroscopy of macromolecules
Cristiano L. Dias, Martin Dubé, Fernando A. Oliveira, Martin Grant
2005· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
18
citations
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