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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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Ferroelectric and Piezoelectric 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.

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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.

599 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.
599 works in the cohort · of 4,299,418page 3 of 12

Labels cover 0 of 599 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 599 of 599 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Enhanced Dielectric and Ferroelectric Properties of <scp>Pb</scp> ( <scp>Mg</scp> <sub>1/3</sub> <scp>Nb</scp> <sub>2/3</sub> ) <sub>0.65</sub> <scp>Ti</scp> <sub>0.35</sub> <scp>O</scp> <sub>3</sub> Ceramics by <scp>ZnO</scp> Modification
Methee Promsawat, Anucha Watcharapasorn, Zuo‐Guang Ye, Sukanda Jiansirisomboon
2014· article· en· Journal of the American Ceramic Society· Materials Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow+sts+research_integrity
43
citations
affunlabeled
Soft antiferroelectric fluctuations in morphotropic PbZr<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow/><mml:mrow><mml:mn>1</mml:mn><mml:mo>−</mml:mo><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math>Ti<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow/><mml:mrow><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math>O<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow/><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>single crystals as evidenced by inelastic x-ray scattering
J. Hlinka, P. Ondrejkovič, M. Kempa, Elena Borissenko, M. Krisch, Xifa Long +1 more
2011· article· lv· Physical Review B· Materials Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
33
citations
afffundunlabeled
Charge effects in donor‐doped perovskite ferroelectrics
Jia Liu, Laijun Liu, J. Zhang, Li Jin, Dawei Wang, Jie Wei +2 more
2020· article· en· Journal of the American Ceramic Society· Materials Science
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Electric-field-induced domain walls in wurtzite ferroelectrics
Ding Wang, Danhao Wang, Mahlet Molla, Yujie Liu, Samuel Yang, Shuaishuai Yuan +8 more
2025· article· en· Nature· Materials Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
29
citations
affunlabeled
Electronic structure of alkali-metal-doped<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>M</mml:mi></mml:mrow><mml:mrow><mml:mn>8</mml:mn></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">Si</mml:mi></mml:mrow><mml:mrow><mml:mn>46</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mo>(</mml:mo><mml:mi>M</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="normal">Na</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">K</mml:mi><mml:mo>)</mml:mo></mml:math>clathrates
A. Moewes, E.Z. Kurmaev, John S. Tse, Masaaki Geshi, Michael J. Ferguson, V.A. Trofimova +1 more
2002· article· lv· Physical review. B, Condensed matter· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+open_science+research_integrity+insufficient_payload
27
citations
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