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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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Advanced Thermoelectric Materials and Devices
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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.

476 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.
476 works in the cohort · of 4,299,418page 7 of 10

Labels cover 1 of 476 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 476 of 476 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Direct Visualization of Polaron Formation in the Thermoelectric SnSe
Laurent P. René de Cotret, Martin Otto, Jan‐Hendrik Pöhls, Zhong‐Zhen Luo, Mercouri G. Kanatzidis, Bradley J. Siwick
2022· article· en· The International Conference on Ultrafast Phenomena (UP) 2022· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
International Round-Robin Testing of Bulk Thermoelectrics
Hsin Wang, Wallace D. Porter, Jan König, Lidong Chen, Shengqiang Bai, Terry M. Tritt +7 more
2011· report· en· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
On the ambient conditions crystal structure of AgSbTe2
Baihong Sun, Sergei Grazhdannikov, Muhamed Dawod, Lunhua He, Jiazheng Hao, Thomas Meier +3 more
2025· article· en· Applied Physics Letters· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Thermoelectric Properties of New Thallium Tellurides
Cheriyedath Raj Sankar, Savitree Bangarigadu‐Sanasy, Holger Kleinke
2011· article· en· MRS Proceedings· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Combined Machine Learning and Experimental Study for the Zintl Phase Thermoelectric Ba <sub> 1− <i>x</i> </sub> Sr <sub> <i>x</i> </sub> Zn <sub> 2− <i>y</i> </sub> Cd <sub> <i>y</i> </sub> Sb <sub>2</sub> System
Junsu Lee, Min Kyoung Kim, Aziz Ahmed, Yurij Mozharivskyj, Tae‐Soo You
2025· article· en· Zeitschrift für anorganische und allgemeine Chemie· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow
1
citations
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