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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.

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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.

468 results · 1 filter active ·
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20032025
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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.
468 works in the cohort · of 4,299,418page 2 of 10

Labels cover 0 of 468 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 468 of 468 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Phase-field-crystal model for ordered crystals
E. Alster, K. R. Elder, J.J. Hoyt, Peter W. Voorhees
2017· article· en· Physical review. E· Materials Science
distilled prediction:candidate · noneconsensus · none
38
citations
afffundunlabeled
Thresholding normally distributed data creates complex networks
George T. Cantwell, Yanchen Liu, Benjamin F. Maier, Alice C. Schwarze, Carlos A. Serván, Jordan Snyder +1 more
2020· article· en· Physical review. E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
36
citations
afffundunlabeled
Front roughening of flames in discrete media
Fredric Lam, XiaoCheng Mi, Andrew Higgins
2017· article· en· Physical review. E· Engineering
distilled prediction:candidate · noneconsensus · none
32
citations
aboutno affunlabeled
Electric potential barriers in the magnetic nozzle
Zhiyuan Chen, Yibai Wang, Haibin Tang, Junxue Ren, Min Li, Zhe Zhang +2 more
2020· article· en· Physical review. E· Engineering
distilled prediction:candidate · noneconsensus · none
31
citations
afffundunlabeled
Universality of the stochastic block model
Jean-Gabriel Young, Guillaume St-Onge, Patrick Desrosiers, Louis J. Dubé
2018· article· en· Physical review. E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Parallelization of microfluidic flow-focusing devices
Esther Amstad, Max Eggersdorfer, Noa Cohen, Thomas E. Kodger, Carolyn L. Ren, David A. Weitz
2017· article· en· Physical review. E· Engineering
distilled prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
dc conductivity of two-temperature warm dense gold
A. Ng, P. A. Sterne, Ole Hansen, V. Recoules, Zhijiang Chen, Ying Y. Tsui +1 more
2016· article· en· Physical review. E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
Optimal control of rotary motors
Joseph N. E. Lucero, Aliakbar Mehdizadeh, David A. Sivak
2019· article· en· Physical review. E· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
28
citations
afffundunlabeled
Algebraic approach to the Kuramoto model
Lyle Muller, Ján Mináč, Tung T. Nguyen
2021· article· en· Physical review. E· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
afffundunlabeled
Control of viscous fingering by nanoparticles
Nasser Sabet, Hassan Hassanzadeh, Jalal Abedi
2017· article· en· Physical review. E· Materials Science
distilled prediction:candidate · noneconsensus · none
27
citations
afffundunlabeled
Harmonic chains and the thermal diode effect
Na’im Kalantar, Bijay Kumar Agarwalla, Dvira Segal
2021· article· en· Physical review. E· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
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