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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
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.

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 1 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.

venueno affunlabeled
R&D Reporting Biases and Their Consequences*
2005· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
288
citations
affunlabeled
How to Value Employee Stock Options
2004· article· en· Financial Analysts Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
146
citations
affunlabeled
What Determines Residual Income?
2005· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
138
citations
affno abstractunlabeled
The cost and timing of financial distress
2012· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
102
citations
aboutno affunlabeled
Socially Responsible Investing
2000· article· en· The Journal of Investing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
77
citations
affunlabeled
Cash flow modeling for construction projects
2014· article· en· Engineering Construction & Architectural Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Capital Cash Flows, APV and Valuation
2007· article· en· European Financial Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
afffundunlabeled
Asset Liquidity and the Cost of Capital
2010· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
34
citations
aboutno affunlabeled
Understanding the Limitations of Financial Ratios
2015· article· en· Academy of Accounting and Financial Studies journal· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
29
citations
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