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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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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
Evidence
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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 6 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.

affunlabeled
Discounted Cash Flow Model 2.0
Patrice Gélinas
2013· article· en· Modern Economy· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
3
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
Equity Capital-Structure-Based Evaluation Method
Hassan El Ibrami, Ahmed Naciri
2012· article· en· International Journal of Accounting and Financial Reporting· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
3
citations
affvenueaboutunlabeled
Canada Generators Limited*
Wayne Irvine, Stuart H. Jones, Michael Wright
2010· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
CFO Compensation and Audit Fees
Jing Jiang, Linda Hughen
2024· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Optimal Capital Structure
David Koslowsky
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Equilibrium Value and Profitability Premiums
Hengjie Ai, Jun Li, Jincheng Tong
2025· preprint· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affvenueunlabeled
Bonbons Hansel et Gretel inc.
Louise Martel, Diane Paul
2015· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Impact of Stock Repurchase on the Capital Markets
Wanying Mao
2023· article· en· Advances in Economics Management and Political Sciences· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
10.51847/EPT1TFsAgF
2000· article· en· Time to knit· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Inflation, Investment and Valuation
Bradford Cornell, Richard Gerger, Gregg A. Jarrell, James L. Canessa
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations

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