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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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Transition Metal Oxide Nanomaterials
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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.

442 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.
442 works in the cohort · of 4,299,418page 1 of 9

Labels cover 0 of 442 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 442 of 442 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Femtosecond Structural Dynamics in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>VO</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>during an Ultrafast Solid-Solid Phase Transition
A. Cavalleri, Csaba Tóth, C. W. Siders, Jeffrey A. Squier, F. Ráksi, Philippe Forget +1 more
2001· article· lv· Physical Review Letters· Materials Science
machine prediction:candidate · noneconsensus · none
1,262
citations
affno abstractunlabeled
V2O5 nanofibre sheet actuators
Gang Gu, Michael Schmid, Po‐Wen Chiu, Andrew I. Minett, Jérôme Fraysse, Gyu‐Tae Kim +4 more
2003· article· en· Nature Materials· Materials Science
machine prediction:candidate · noneconsensus · none
264
citations
affunlabeled
Optical switching in VO2 films by below-gap excitation
Matteo Rini, Zhao Hao, R. W. Schoenlein, Claudio Giannetti, F. Parmigiani, S. Fourmaux +5 more
2008· article· en· Applied Physics Letters· Materials Science
machine prediction:candidate · noneconsensus · none
143
citations
89
citations
afffundaboutunlabeled
Electrochromic Bragg Mirror: ECBM
Engelbert Redel, Jacek Młynarski, Jonathon Moir, Feysal M. Ali, Huai Chen, Srebri Petrov +4 more
2012· article· en· Advanced Materials· Materials Science
machine prediction:candidate · noneconsensus · none
80
citations

How this was built: Screen · Findings · About