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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.

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
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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 11 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.

affunlabeled
Brave New Workplace
Julian Barling
2023· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim +1 more
2022· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
The Impact of COVID-19 on Japan’s Economic Outlook
Panagiotis Tsigaris, Jaime A. Teixeira da Silva, Masayoshi Honma
2023· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
COVID-19 Pandemic and Financial Performance
Abdullah Mohammad Al-Zoubi
2023· article· en· International Journal of Professional Business Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Can COVID-Era Export Restrictions Be Deterred?
Krzysztof Pelc
2020· article· en· Canadian Journal of Political Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
<div> <div> <div> <p><span>Mutual fund trading, fund flows, and ESG portfolios</span></p> </div> </div></div>
Rui Albuquerque, Yrjö Koskinen, Raffaele Santioni
2022· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
5
citations
aboutno affunlabeled
Food and beverage stocks responding to COVID-19
Lai Cao Mai Phuong
2021· article· en· Investment Management and Financial Innovations· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Global contagion of US COVID-19 panic news
Yong Joo Kang, Dojoon Park, Young Ho Eom
2024· article· en· Emerging Markets Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations

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