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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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Advancements in Battery Materials
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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.

3,087 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.
3,087 works in the cohort · of 4,299,418page 6 of 62

Labels cover 1 of 3,087 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 3,087 of 3,087 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Sn–Bi–Sb alloys as anode materials for sodium ion batteries
Hezhen Xie, W. Peter Kalisvaart, Brian C. Olsen, Erik J. Luber, David Mitlin, Jillian M. Buriak
2017· article· en· Journal of Materials Chemistry A· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
169
citations
affno abstractunlabeled
Nanostructured materials for energy storage
Linda F. Nazar, Gillian R. Goward, Fabrice Leroux, Morven J. Duncan, Huan Huang, T. A. Kerr +1 more
2001· article· en· International Journal of Inorganic Materials· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
167
citations
affunlabeled
A chemical map of NaSICON electrode materials for sodium-ion batteries
Baltej Singh, Ziliang Wang, Sunkyu Park, Gopalakrishnan Sai Gautam, Jean‐Noël Chotard, Laurence Croguennec +4 more
2020· article· en· Journal of Materials Chemistry A· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
166
citations
affunlabeled
Survey of Gas Expansion in Li-Ion NMC Pouch Cells
Julian Self, C. P. Aiken, Rémi Petibon, J. R. Dahn
2015· article· en· Journal of The Electrochemical Society· Engineering
distilled prediction:candidate · noneconsensus · none
161
citations
afffundno abstractunlabeled
Nanotechnology for environmentally sustainable electromobility
Linda Ager‐Wick Ellingsen, Christine Roxanne Hung, Guillaume Majeau‐Bettez, Bhawna Singh, Zhongwei Chen, M. Stanley Whittingham +1 more
2016· article· en· Nature Nanotechnology· Engineering
distilled prediction:candidate · research_integrityconsensus · none
156
citations
fundno affunlabeled
Spatial and Temporal Analysis of Sodium-Ion Batteries
Dewen Hou, Dawei Xia, Eric Gabriel, Joshua Russell, Kincaid Graff, Yang Ren +4 more
2021· review· en· ACS Energy Letters· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
155
citations

How this was built: Screen · Findings · About