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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.

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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Dielectric materials and actuators
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

244 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.
244 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 244 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 244 of 244 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Ionomer Composite Thin Film Capacitors
Clinton Landrock, Bożena Kamińska
2011· article· en· IEEE Transactions on Components Packaging and Manufacturing Technology· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Electroactive polymer actuator online database
John D. W. Madden, N. Genereux, K. A. Shkuratoff, Arjan van der Star, David Poon, Dave Irwin +3 more
2007· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
3D Hierarchical Lattice Ferroelectric Metamaterials
Jiahao Shi, Hamid Akbarzadeh
2020· article· en· Progress in Canadian Mechanical Engineering. Volume 3· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Design of a MRI-compatible dielectric elastomer powered jet valve
Sylvain Proulx, Patrick Chouinard, Jean-Philippe Lucking Bigué, Geneviève Miron, Jean‐Sébastien Plante
2011· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
venueaboutno affunlabeled
Adjustable Liners and Sockets for Prosthetic Devices
Lenore Rasmussen, Simone Rodriguez, Matthew P. Bowers, Damaris Smith, Greig Martino, Livia Rizzo +3 more
2018· article· en· Canadian Prosthetics & Orthotics Journal· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Modeling and optimization of ionic polymer gel actuators
Choonghee Jo, Hani E. Naguib, Roy H. Kwon
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About