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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 7 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
Phase synchronization of a pair of spiral waves
Meng Zhan, Xingang Wang, Xiaofeng Gong, Ching–Yi Lai
2005· article· en· Physical Review E· Computer Science
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Stochastic noise in atomic force microscopy
Aleksander Labuda, Martin Lysy, William Paul, Yoichi Miyahara, Peter Grütter, Roland Bennewitz +1 more
2012· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Soft threshold stochastic resonance
Priscilla E. Greenwood, Ursula U. Müller, Lawrence M. Ward
2004· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Flapping dynamics of a flexible filament
Hamid Ait Abderrahmane, Michael P. Paı̈doussis, Mohamed Fayed, Hoi Dick Ng
2011· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Fingering instability in immiscible displacement
A.J. Babchin, Irina Brailovsky, Peter V. Gordon, Gregory Sivashinsky
2008· article· en· Physical Review E· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
afffundunlabeled
Edge ratio and community structure in networks
Sonia Cafieri, Pierre Hansen, Leo Liberti
2010· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Phase transition of light on complex quantum networks
Arda Halu, Silvano Garnerone, A. Vezzani, Ginestra Bianconi
2013· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Transitions in eigenvalue and wavefunction structure in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math>-body random matrix ensembles with spin
Manan Vyas, V. K. B. Kota, N. D. Chavda
2010· article· lv· Physical Review E· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
25
citations
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