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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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Natural Fiber Reinforced Composites
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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.

1,178 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.
1,178 works in the cohort · of 4,299,418page 7 of 24

Labels cover 5 of 1,178 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 1,178 of 1,178 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A Comparison between Sabra and Alfa Fibers in Rubber Biocomposites
Wafa Ouarhim, Hamid Essabir, Mohammed Ouadi Bensalah, Denis Rodrigue, Rachid Bouhfid, Abou el kacem Qaiss
2019· article· en· Journal of Bionic Engineering· Materials Science
distilled prediction:candidate · noneconsensus · none
31
citations
affaboutunlabeled
Characterization of components of milkweed floss fiber
Clément Richard, Patrice Cousin, M. Reza Foruzanmehr, Saïd Elkoun, Mathieu Robert
2018· article· en· Separation Science and Technology· Materials Science
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Hybrid composites with engineered polysaccharides for automotive lightweight
Dinesha Ganesarajan, Leonardo C. Simon, Sandeep Tamrakar, Alper Kızıltaş, Deborah F. Mielewski, Natnael Behabtu +1 more
2021· article· en· Composites Part C Open Access· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
27
citations

How this was built: Screen · Findings · About