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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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Transition Metal Oxide Nanomaterials
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Abstract
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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.

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 teacher distillation outputs. 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
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1,262
citations
affunlabeled
Evidence for a structurally-driven insulator-to-metal transition in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mi>VO</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:math>: A view from the ultrafast timescale
A. Cavalleri, T. Dekorsy, Henry Chong, J. C. Kieffer, R. W. Schoenlein
2004· article· lv· Physical Review B· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
696
citations
affunlabeled
Band-Selective Measurements of Electron Dynamics in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>VO</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>Using Femtosecond Near-Edge X-Ray Absorption
A. Cavalleri, Matteo Rini, Henry Chong, S. Fourmaux, T. E. Glover, Philip Heimann +2 more
2005· article· lv· Physical Review Letters· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
280
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
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
264
citations
affunlabeled
Enhanced Photosusceptibility near<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>T</mml:mi><mml:mi>c</mml:mi></mml:msub></mml:math>for the Light-Induced Insulator-to-Metal Phase Transition in Vanadium Dioxide
David Hilton, Rohit P. Prasankumar, S. Fourmaux, A. Cavalleri, D. Brassard, My Alı El Khakani +3 more
2007· article· en· Physical Review Letters· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
245
citations
afffundno abstractunlabeled
Photodeposited Amorphous Oxide Films for Electrochromic Windows
Wei Cheng, Jingfu He, Kevan E. Dettelbach, Noah J. J. Johnson, Rebecca S. Sherbo, Curtis P. Berlinguette
2018· article· en· Chem· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
158
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
distilled prediction:candidate · noneconsensus · none
143
citations
affunlabeled
Picosecond soft x-ray absorption measurement of the photoinduced insulator-to-metal transition in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">VO</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>
A. Cavalleri, Henry Chong, S. Fourmaux, T. E. Glover, P.A. Heimann, J. C. Kieffer +3 more
2004· article· lv· Physical Review B· Materials Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
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
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
80
citations
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