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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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Polymer Science and PVC
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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.

115 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.
115 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 115 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 115 of 115 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.

affno abstractunlabeled
Polymer Blends Handbook
Charles A. Wilkie, Leszek A. Utracki
2014· book· sv· Materials Science
machine prediction:candidate · noneconsensus · none
416
citations
affno abstractunlabeled
Study of the natural ageing of PVC insulation for electrical cables
Mihai Brebu, Cornelia Vasile, Smaranda Rovana Antonie, Mihaela Chiriac, Margareta Precup, Jin Yang +1 more
2000· article· en· Polymer Degradation and Stability· Materials Science
machine prediction:candidate · noneconsensus · none
105
citations
fundno affunlabeled
The D.C Electrical Properties of (PVC-Al2O3) Composites
Zainab Al-Ramadhan, Alaa J. Kadham Algidsawi, Ahmed Hashim, Muhammed Hasan Aslan, Ahmet Yayuz Oral, Mehmet Özer +1 more
2011· article· en· AIP conference proceedings· Materials Science
machine prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
Mechanisms of biodegradation of dibenzoate plasticizers
Azadeh Kermanshahi‐pour, David G. Cooper, Orval Mamer, Milan Marić, Jim A. Nicell
2009· article· en· Chemosphere· Materials Science
machine prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
PLASTICIZER MOTION AND DIFFUSION
George Wypych
2017· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
6
citations
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How this was built: Screen · Findings · About