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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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Advanced Materials Characterization Techniques
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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.

326 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.
326 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 326 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 326 of 326 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
Atom Probe Characterization of Corroded Alloy 600
Baptiste Gault, Fabio Scenini, Michael P. Moody, Jiayuan Huang, Gianluigi A. Botton, D. Mangelinck +2 more
2013· article· en· Microscopy and Microanalysis· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Roadmap on Data-Centric Materials Science
Matthias Scheffler, Peter Benner, Tristan Bereau, Volker Blüm, Mario Boley, Christian Carbogno +54 more
2024· preprint· en· ChemRxiv· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
TEM Study of Pt Cluster Incorporated Zeolite A
Yilei Shi, F Wang, Jinjie Qian, Hao Yang, Lifeng Ding, P Li +3 more
2009· article· en· Microscopy and Microanalysis· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Nonlinear diffusion in a plane surface
A.J. Janavičius, Sigita Turskienė
2013· article· en· Canadian Journal of Physics· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Nano/Microstructured Materials 2014
Amir Kajbafvala, Hamed Bahmanpour, Ali Moballegh, Mohammad H. Maneshian, Hamid Reza Zargar
2015· article· en· Journal of Nanoparticles· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
USP Zf-UBD Crystallography Pipeline Pt. 2
Mandeep Mann, Rachel Harding, A.M. Edwards, C.H. Arrowsmith, Matthieu Schapira
2018· dataset· en· Figshare· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
USP Zf-UBD Crystallography Pipeline Pt. 2
Mandeep Mann, Rachel Harding, A.M. Edwards, C.H. Arrowsmith, Matthieu Schapira
2018· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About