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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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biodegradable polymer synthesis and properties
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Abstract
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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.

1,609 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,609 works in the cohort · of 4,299,418page 1 of 33

Labels cover 3 of 1,609 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 1,609 of 1,609 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Poly(lactic acid) crystallization
2012· article· en· Progress in Polymer Science· Materials Science
distilled prediction:candidate · noneconsensus · none
1,555
citations
afffundunlabeled
A Review of Plastic Waste Biodegradation
2005· review· en· Critical Reviews in Biotechnology· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
550
citations
affno abstractgemma · no categorygpt · no categorymodels split
Poly (lactic acid) foaming
2014· article· en· Progress in Polymer Science· Materials Science
distilled prediction:candidate · noneconsensus · none
517
citations
afffundno abstractunlabeled
Sustainable polymers
2022· article· en· Nature Reviews Methods Primers· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
336
citations
affunlabeled
Carbocationic Polymerization
2003· other· en· Encyclopedia of Polymer Science and Technology· Materials Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
273
citations
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How this was built: Screen · Findings · About