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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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Faraday Discussions
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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.

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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.

172 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.
172 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 172 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 172 of 172 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Processes at nanoelectrodes: general discussion
Hassan Alzahrani, Christophe Antoine, Koichi Aoki, Lane A. Baker, Sébastien Balme, Cameron L. Bentley +40 more
2018· article· en· Faraday Discussions· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
The reaction step: general discussion
Michael P. Burke, Piergiorgio Casavecchia, Carlo Cavallotti, David C. Clary, Anna C. Doner, William H. Green +29 more
2022· article· en· Faraday Discussions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Strong-field physics: general discussion
Kyle Acheson, Felix Allum, Rituparna Das, Gopal Dixit, Huan V. Doan, Elke Faßhauer +19 more
2021· article· en· Faraday Discussions· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Interfaces at the nano scale: general discussion
Oliver Ayre, Thierry Azaı̈s, Natercia Barbosa, Henrik Birkedal, Sofia Ceseri, Virginie Chamard +25 more
2025· article· en· Faraday Discussions· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Structural dynamics: general discussion
Piero Decleva, Andrew J. Orr‐Ewing, Markus Kowalewski, Oleg Kornilov, J. P. Marangos, Hans Jakob Wörner +27 more
2016· article· en· Faraday Discussions· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Interfaces at the micron scale: general discussion
Oliver Ayre, Luca Bertinetti, Virginie Chamard, Thorbjørn Erik Køppen Christensen, Mason N. Dean, Michael Elbaum +13 more
2025· article· en· Faraday Discussions· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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