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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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Microplastics and Plastic Pollution
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

2,446 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.
2,446 works in the cohort · of 4,299,418page 38 of 49

Labels cover 2 of 2,446 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 2,446 of 2,446 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.

affunlabeled
Misframing Marine Plastic Pollution on TikTok
Viola Jasmine Provost, Hamish van der Ven
2025· article· en· Environmental Communication· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Non‐Targeted Analysis of Plastic Additives
Roxana Sühring, Eric Fries
2024· other· en· Encyclopedia of Analytical Chemistry· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)92892-n
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Obituary for Tamara Grummt
Thomas Braunbeck, Lothar Erdinger, Fritz H. Frimmel, Henner Hollert, Siegfried Knasmüller, David M. DeMarini +5 more
2020· article· en· Environmental Sciences Europe· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Challenges in Polymer Recycling
Mojtaba Mohammadi, Georges R. Younes, Omid Yousefzade, Abdellah Ajji
2024· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Case Studies
Perinaz Bhada‐Tata, Thierry Martin, Kevin Serrona, Ritu Thakur, Flaviu Pop, Shiko Hayashi +4 more
2018· book-chapter· en· The World Bank eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)80123-8
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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