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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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Working Capital and Financial Performance
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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.

324 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.
324 works in the cohort · of 4,299,418page 2 of 7

Labels cover 0 of 324 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 324 of 324 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
The effect of reverse factoring financial changes on supply chain
Murad Ali Ahmad Al-Zaqeba, Baker Akram Falah Jarah, Sakher A. I. Al-Bazaiah, Sari Sulaiman Malahim, Aiman Mahmoud Abu Hamour, Abdul Razzak Alshehadeh +2 more
2022· article· en· Uncertain Supply Chain Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
aboutno affunlabeled
The Working Capital Credit Multiplier
Heitor Almeida, Daniel Carvalho, Tae-Hyun Kim
2024· article· en· The Journal of Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
19
citations
afffundunlabeled
CEO inside debt holdings and trade credit
Mostafa Monzur Hasan, Ashrafee T Hossain, Takdir Hossain
2021· article· en· Accounting and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
14
citations
venueno affunlabeled
Impact of Financial Distress on the Dividend Policy of Banks in India
Anureet Virk Sidhu, Pooja Jain, Satyendra Pratap Singh, Jagjeevan Kanoujiya, Aashi Rawal, Shailesh Rastogi +1 more
2023· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Data breaches (hacking) and trade credit
Amanjot Singh
2023· article· en· Global Finance Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
8
citations
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