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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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Financial Reporting and Valuation Research
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

787 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.
787 works in the cohort · of 4,299,418page 5 of 16

Labels cover 0 of 787 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 787 of 787 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Earnings Quality and Corporate Governance
Vasiliki E. Athanasakou, Per Olsson
2025· preprint· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · research_integrityconsensus · none
4
citations
affunlabeled
Valuation studies ? Our collective two cents
Hans Kjellberg, Alexandre Mallard, Diane‐Laure Arjaliès, Patrik Aspers, Stefan Beljean, Alexandra Bidet +13 more
2013· article· en· RePEc: Research Papers in Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Corporate Finance
Ştefan Cristian Gherghina
2021· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Market Sentiment, IPO Underpricing, and Valuation
Cynthia J. Campbell, Yan Du, S. Ghon Rhee, Ning Tang
2008· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
The Firm's Strategy Type and Market Value
Runu Kumari, Devashis Mitra
2006· article· en· Global Business Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
The Investment Opportunity Set and Acquired Goodwill
Jilnaught Wong, Norman Wong
2001· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
3
citations
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