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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 Pandemic Impacts
Retraction
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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.

1,869 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.
1,869 works in the cohort · of 4,299,418page 4 of 38

Labels cover 10 of 1,869 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 1,869 of 1,869 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Working during COVID-19
Vincenzo Galasso, Martial Foucault
2020· paratext· en· OECD social employment and migration working papers· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
33
citations
affunlabeled
COVID-19 and SMEs: A 2021 "Time Bomb"?
Pierre‐Olivier Gourinchas, Ṣebnem Kalemli‐Özcan, Veronika Penciakova, Nick Sander
2021· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
30
citations
affno abstractunlabeled
Bank Systemic Risk around COVID-19: A Cross-Country Analysis
Yuejiao Duan, Sadok El Ghoul, Omrane Guedhami, Haoran Li, Xinming Li
2020· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
30
citations
venueno affno abstractunlabeled
Risk society and COVID-19
Fardin Mansouri, Fatemeh Sefidgarbaei
2021· article· en· Canadian Journal of Public Health· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
A Literature Review of the Economics of Covid-19
Abel Brodeur, David Gray, Anik Islam, Suraiya Jabeen Bhuiyan
2020· review· en· Journal of Economic Surveys· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
venueaboutno affunlabeled
COVID‐19 and labor issues: An assessment
2021· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
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