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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 Solid Oxide Fuel Cells
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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
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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.

909 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.
909 works in the cohort · of 4,299,418page 8 of 19

Labels cover 1 of 909 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 909 of 909 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

13
citations
afffundunlabeled
Synthesis and thermal stability of (Co,Ni)O solid solutions
Saeed Mohammadkhani, Emmanuel Schaal, Ali Dolatabadi, Christian Moreau, Boyd Davis, Daniel Guay +1 more
2019· article· en· Journal of the American Ceramic Society· Materials Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Challenges in Spark Plasma Sintering of Cerium (IV) Oxide
Anil Prasad, Linu Malakkal, Lukas Bichler, Jerzy A. Szpunar
2018· other· en· Ceramic transactions /Ceramic transactions· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
afffundunlabeled
Enhancing the Stability of Infiltrated Ni/YSZ Anodes
Parastoo Keyvanfar, Amir Reza Hanifi, Partha Sarkar, Thomas H. Etsell, Viola Birss
2015· article· en· ECS Transactions· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
afffundunlabeled
Oxygen Reduction Reaction Mechanism on PrSrCo<sub>2–<i>x</i></sub>Fe<sub><i>x</i></sub>O<sub>5+d</sub> (<i>x</i> = 0, 1, 2) and Sm<sub>0.2</sub>Ce<sub>0.8</sub>O<sub>1.9</sub> Composite Cathodes for Intermediate-Temperature Solid Oxide Fuel Cells
Amanda Ndubuisi, Venkataraman Thangadurai
2023· article· en· ACS Applied Energy Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
11
citations
afffundunlabeled
Degradation of La<sub>0.6</sub>Sr<sub>0.4</sub>Co<sub>0.2</sub>Fe<sub>0.8</sub>O<sub>3–</sub><i><sub>δ</sub></i>–Ce<sub>0.8</sub>Sm<sub>0.2</sub>O<sub>1.9</sub> Cathodes on Coated and Uncoated Porous Metal Supports
Jeffrey Harris, Yushan Yan, Reza Bateni, Olivera Kesler
2016· article· en· Fuel Cells· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
11
citations
affvenueunlabeled
Synthesis, Rietveld refinement of crystal structure, electron diffraction, and electrical transport properties of Ba<sub>2</sub>(Ca<sub>1–<i>x</i>–<i>y</i></sub>Fe<i><sub>x</sub></i>Nb<i><sub>y</sub></i>)(Nb<sub>1–<i>z</i></sub>Fe<i><sub>z</sub></i>)O<sub>6–δ</sub> double perovskites
Wang Hay Kan, Trang T. Trinh, Tobias Fürstenhaupt, Venkataraman Thangadurai
2011· article· en· Canadian Journal of Chemistry· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow+sts+research_integrity
10
citations

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