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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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Micro and Nano Robotics
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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.

609 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.
609 works in the cohort · of 4,299,418page 4 of 13

Labels cover 0 of 609 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 609 of 609 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
Chemical Logic Gates on Active Colloids
Jiang‐Xing Chen, Jiaqi Hu, Raymond Kapral
2024· article· en· Advanced Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
28
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
machine prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Self‐Propelled Polymer Nanomotors
Yu-Guo Tao, Raymond Kapral
2009· article· en· ChemPhysChem· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Active Stokesian dynamics
Gwynn J. Elfring, John F. Brady
2022· article· en· Journal of Fluid Mechanics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
24
citations
fundno affunlabeled
Intermittent turbulence in flowing bacterial suspensions
Eleonora Secchi, Roberto Rusconi, Stefano Buzzaccaro, M. Mehdi Salek, Steven Smriga, Roberto Piazza +1 more
2016· article· en· Journal of The Royal Society Interface· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Inertial settling of flexible fiber suspensions
Arash Alizad Banaei, Mona Rahmani, D. Mark Martinez, Luca Brandt
2020· article· en· Physical Review Fluids· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
23
citations
fundno affunlabeled
Excess Entropy Scaling in Active-Matter Systems
S. Arman Ghaffarizadeh, Gerald Wang
2022· article· en· The Journal of Physical Chemistry Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
23
citations
fundno affno abstractunlabeled
From Cilia Hydrodynamics to Zebrafish Embryonic Development
Willy Supatto, Julien Vermot
2011· review· en· Current topics in developmental biology/Current Topics in Developmental Biology· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
22
citations
afffundunlabeled
Undulatory microswimming near solid boundaries
Rafael D. Schulman, Matilda Backholm, William S. Ryu, Kari Dalnoki‐Veress
2014· article· en· Physics of Fluids· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
21
citations
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
machine prediction:candidate · noneconsensus · none
20
citations
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