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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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Fusion materials and technologies
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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
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.

234 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.
234 works in the cohort · of 4,299,418page 4 of 5

Labels cover 1 of 234 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 234 of 234 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
SiC as a core-edge integrated wall solution in DIII-D
Shawn Zamperini, T. Abrams, J.H. Nichols, E.A. Unterberg, A. Lasa, P.C. Stangeby +3 more
2023· article· en· Nuclear Materials and Energy· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Deformation localisation in ion-irradiated Fe and Fe10Cr
Kay Song, Dina Sheyfer, Wenjun Liu, Jonathan Z. Tischler, Suchandrima Das, Kenichiro Mizohata +3 more
2024· article· en· Journal of Nuclear Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
afffundno abstractunlabeled
Safety design of Experimental Plasma Generation Systems
Daniel Bondarenko, Hossam A. Gabbar, C.A. Barry Stoute
2017· article· en· Journal of Loss Prevention in the Process Industries· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
[no title]
Shigeharu Ukai, Takeji Kaito, Satoshi Ohtsuka, Masayuki Fujiwara, Toshimi Kobayashi
2006· article· ja· Materia Japan· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
2
citations
affno abstractunlabeled
In Situ SEM Push-to-Pull Micro-tensile Testing of Ex-service Inconel X-750
C. Howard, C. D. Judge, H.T. Vo, M. Griffiths, Peter Hosemann
2017· book-chapter· en· ˜The œminerals, metals & materials series· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
aboutno affunlabeled
DINOSAURS WILL DIE
2009· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Détection d'hydrure d'argent formé dans un plasma hybride
Rémi Bérard, Freddy Gaboriau, Vincent Garofano, Luc Stafford, Hassan Sabbah, C. Joblin +1 more
2025· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Grain refinement of arch-melted beryllium-6 wt% copper
D.J. Alexander, J. C. Cooley, Dan J. Thoma
2003· article· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
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