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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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COVID-19 impact on air quality
Retraction
Abstract
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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.

372 results · 1 filter active ·
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20052025
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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.
372 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 372 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 372 of 372 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A COVID-19 recovery for climate
Daniel Rosenbloom, Jochen Markard
2020· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
184
citations
afffundunlabeled
A tale of two crises: COVID-19 and climate
Jochen Markard, Daniel Rosenbloom
2020· article· en· Sustainability Science Practice and Policy· Environmental Science
distilled prediction:candidate · metaresearch+stsconsensus · none
100
citations
afffundunlabeled
Pandemic spotlight on urban water quality
Dennis W. Hallema, François‐Nicolas Robinne, Steven G. McNulty
2020· article· en· Ecological Processes· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affno abstractunlabeled
Impacts of COVID-19 pandemic on environment, society, and food security
Hafiz Mohkum Hammad, Hafiz Muhammad Fasihuddin Nauman, Farhat Abbas, Rashid Jawad, Wajid Farhad, Muhammad Shahid +5 more
2023· review· en· Environmental Science and Pollution Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
42
citations
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How this was built: Screen · Findings · About