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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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Advances in Accounting
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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
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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.

25 results · 1 filter active ·
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20012025
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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.
25 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 25 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 25 of 25 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Value relevance of disclosed related party transactions
Wenxia Ge, D.H. Drury, Steve Fortin, Liu Feng, Desmond Tsang
2010· article· en· Advances in Accounting· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
103
citations
affno abstractunlabeled
Fair value accounting and corporate debt structure
Haiping Wang
2017· article· en· Advances in Accounting· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
26
citations
affno abstractunlabeled
Target ownership plans and earnings management
Kareen Brown, Changling Chen, Duane B. Kennedy
2017· article· en· Advances in Accounting· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
7
citations
affno abstractunlabeled
Climate risk and asymmetric cost behavior
Kareen Brown, Sohyung Kim, Cheol Lee, Parunchana Pacharn
2024· article· en· Advances in Accounting· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Social capital and firm voluntary disclosure
William M. Cready, Yaqin Hu
2025· article· en· Advances in Accounting· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Managerial replacement strategies and severance pay
Kareen Brown, Parunchana Pacharn, Evelyn Patterson
2022· article· en· Advances in Accounting· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
afffundaboutno abstractunlabeled
The effect of the US subprime crisis on Canadian banks
Satiprasad Bandyopadhyay, Ranjini Jha, Duane B. Kennedy
2016· article· en· Advances in Accounting· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations

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