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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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Journal of Micromechanics and Microengineering
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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.

227 results · 1 filter active ·
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20012025
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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.
227 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 227 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 227 of 227 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A wideband vibration-based energy harvester
M. S. M. Soliman, Eihab Abdel‐Rahman, Ehab F. El‐Saadany, Raafat R. Mansour
2008· article· en· Journal of Micromechanics and Microengineering· Engineering
distilled prediction:candidate · noneconsensus · none
333
citations
afffundunlabeled
Modeling of two-hot-arm horizontal thermal actuator
Yan Dong, Amir Khajepour, Raafat R. Mansour
2003· article· en· Journal of Micromechanics and Microengineering· Engineering
distilled prediction:candidate · noneconsensus · none
138
citations
affunlabeled
MEMS actuators for biomedical applications: a review
Farah Afiqa Mohd Ghazali, Md. Nazibul Hasan, Tariq Rehman, Marwan Nafea, Mohamed Sultan Mohamed Ali, Kenichi Takahata
2020· review· en· Journal of Micromechanics and Microengineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
129
citations
afffundunlabeled
A MEMS stage for 3-axis nanopositioning
Xinyu Liu, Keekyoung Kim, Yu Sun
2007· article· en· Journal of Micromechanics and Microengineering· Engineering
distilled prediction:candidate · noneconsensus · none
76
citations
afffundunlabeled
Dynamic bifurcation MEMS gas sensors
Majed Al‐Ghamdi, Mahmoud Khater, Katherine M. E. Stewart, Ayman M. Alneamy, Eihab Abdel‐Rahman, Alexander Penlidis
2018· article· en· Journal of Micromechanics and Microengineering· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
A large-stroke electrostatic micro-actuator
Shahrzad Towfighian, A. Seleim, Eihab Abdel‐Rahman, G. R. Heppler
2011· article· en· Journal of Micromechanics and Microengineering· Engineering
distilled prediction:candidate · noneconsensus · none
46
citations
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