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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 Cellulose Research Studies
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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.

1,842 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.
1,842 works in the cohort · of 4,299,418page 23 of 37

Labels cover 6 of 1,842 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 1,842 of 1,842 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Biocompatible regenerated cellulose/halloysite nanocomposite fibers
Ghorbanali Sharifzadeh, Mohammad Soheilmoghaddam, Hossein Adelnia, Mat Uzir Wahit, Masood Rezaei Dasht Arzhandi, A. Moslehyani
2020· article· en· Polymer Engineering and Science· Materials Science
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Role of nanocellulose in colored paper preparation
Lei Dai, Xiaowan Wang, Xue Jiang, Qing Han, Feng Jiang, Xianqi Zhu +2 more
2022· article· en· International Journal of Biological Macromolecules· Materials Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Cellulose
Alfred D. French, Noelie R. Bertoniere, R. Malcolm Brown, H. Chanzy, Derek G. Gray, Kazuyuki Hattori +1 more
2003· other· en· Kirk-Othmer Encyclopedia of Chemical Technology· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
afffundno abstractunlabeled
Regenerated cellulose in additive manufacturing
Irina Garces, Tri-Dung Ngo, Cagri Ayranci, Yaman Boluk
2024· article· en· Cellulose· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations

How this was built: Screen · Findings · About