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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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Journal of New Materials for Electrochemical Systems
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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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venuejournal
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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.

655 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.
655 works in the cohort · of 4,299,418page 1 of 14

Labels cover 1 of 655 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 655 of 655 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Membrane durability in PEM fuel cells
W Liu, K. Ruth, Gabrielle Rusch
2001· article· en· Journal of New Materials for Electrochemical Systems· Engineering
distilled prediction:candidate · noneconsensus · none
81
citations
venueno affunlabeled
PEMFC operational and design strategies for sub-zero environments
Jean St‐Pierre, Janet Marie Roberts, Kevin Michael Colbow, Stephen A. Campbell, Arif Z. Nelson
2005· article· en· Journal of New Materials for Electrochemical Systems· Engineering
distilled prediction:candidate · noneconsensus · none
32
citations
venueno affno abstractunlabeled
A Photoelectrochromic Device using a PEDOT Thin Film
Jy Liao, Kuo–Chuan Ho
2005· article· en· Journal of New Materials for Electrochemical Systems· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
venueno affunlabeled
Structure and Electrochemical Performance of LiNi<sub>0.8</sub>Co<sub>0.15</sub>Al<sub>0.05</sub>O<sub>2</sub> Cathodes Before and After Treatment with Co<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub> or AlPO<sub>4</sub> by <em>in situ</em> Chemical Method
Yu-Rim Bak, Youngmin Chung, Jeong-Hun Ju, Moon-Jin Hwang, Youngil Lee, Kwang‐Sun Ryu
2011· article· en· Journal of New Materials for Electrochemical Systems· Engineering
distilled prediction:candidate · metaepi_narrow+metaepi_broad+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
17
citations
venueno affunlabeled
Recovery and Reuse of Spent LiFePO4 Batteries
Xianzhong Qin, Gai Yang, Feipeng Cai, Bo Wang, Bo Jiang, Hua Chen +1 more
2019· article· en· Journal of New Materials for Electrochemical Systems· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
venueno affunlabeled
Use of Boron-Doped Diamond Electrode in Ozone Generation
Soo Gil Park, Gyu Sik Kim, Jong Eun Park, Yasuaki Einaga, Akira Fujishima
2005· article· en· Journal of New Materials for Electrochemical Systems· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
14
citations

How this was built: Screen · Findings · About