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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
fundfunder
venuejournal
aboutaboutness

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 3 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
Local Thickness Measurement in TEM
H. R. Zhang, RF Egerton, Marek Malac
2010· article· en· Microscopy and Microanalysis· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Platinum‐Group Metals
Richard J. Seymour, Julia I. O'Farrelly, Louise C. Potter
2000· other· en· Kirk-Othmer Encyclopedia of Chemical Technology· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Scientific Program Summary
Edgar Voelkl, Dave Piston, Raynald Gauvin, Al Lockley
2002· article· en· Microscopy and Microanalysis· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Digital Gold
Douglas R. McKay, Daniel A Peters
2018· article· en· Plastic Surgery· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Field Ion Microscopy
Baptiste Gault, Michael P. Moody, Julie M. Cairney, Simon P. Ringer
2012· book-chapter· en· Springer series in materials science· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Reversible Insertion of Sodium in Tin
L. D. Ellis, Timothy Hatchard, M. N. Obrovac
2012· article· en· ECS Meeting Abstracts· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
ARTIFICIAL METAL NANOCLUSTER CRYSTALS
Jinfeng Jia, Xiuwei Liu, Shao‐Chun Li, Jiang-Yan Wang, Jin-Zhong LI, Hang Liu +5 more
2002· article· en· Modern Physics Letters B· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Interface tissus vivants-matériaux inertes
F. Karray, Z. Fakhfakh, A. Kallel, Renad Turki
2000· article· en· Canadian Journal of Physics· Engineering
machine prediction:candidate · noneconsensus · none
3
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
2
citations
afffundunlabeled
Enabling near-atomic–scale analysis of frozen water
Ayman A. El‐Zoka, Se‐Ho Kim, Sylvain Deville, Roger Newman, Leigh T. Stephenson, Baptiste Gault
2020· preprint· en· Science Advances· Engineering
machine prediction:candidate · noneconsensus · none
2
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

How this was built: Screen · Findings · About