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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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stochastic dynamics and bifurcation
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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.

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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.

291 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.
291 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 291 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 291 of 291 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Ionic Wave Propagation along Actin Filaments
Jack A. Tuszyński, Stéphanie Portet, J.M. Dixon, C. Luxford, Horacio F. Cantiello
2004· article· en· Biophysical Journal· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
165
citations
afffundno abstractunlabeled
Sustained oscillations via coherence resonance in SIR
Rachel Kuske, Luis F. Gordillo, Priscilla E. Greenwood
2006· article· en· Journal of Theoretical Biology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
119
citations
affunlabeled
Performance characteristics of Brownian motors
Heiner Linke, Matthew T. Downton, Martin J. Zuckermann
2005· article· en· Chaos An Interdisciplinary Journal of Nonlinear Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Stochastic resonance in monostable overdamped systems
Mykhaylo Evstigneev, Peter Reimann, Vladimir Pankov, Raj Prince
2003· article· en· Europhysics Letters (EPL)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Noise-Induced Transport with Low Randomness
Benjamin Lindner, Lutz Schimansky-Geier
2002· article· en· Physical Review Letters· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
71
citations
afffundunlabeled
Bursting as an emergent phenomenon in coupled chaotic maps
Gerda de Vries
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
71
citations
afffundunlabeled
Single-polymer Brownian motor: A simulation study
Matthew T. Downton, Martin J. Zuckermann, Erin Craig, Michael Plischke, Heiner Linke
2006· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Stochastic resonance as dithering
Robert A. Wannamaker, Stanley P. Lipshitz, John Vanderkooy
2000· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affunlabeled
Additive Global Noise Delays Turing Bifurcations
Axel Hutt, André Longtin, Lutz Schimansky-Geier
2007· article· en· Physical Review Letters· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
49
citations
affno abstractunlabeled
Boolean gates on actin filaments
Stefano Siccardi, Jack A. Tuszyński, Andrew Adamatzky
2015· article· en· Physics Letters A· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
45
citations
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