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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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Corporate Taxation and Avoidance
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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.

1,428 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.
1,428 works in the cohort · of 4,299,418page 1 of 29

Labels cover 0 of 1,428 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 1,428 of 1,428 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Do IRS Audits Deter Corporate Tax Avoidance?
2012· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
561
citations
venueno affunlabeled
The Reputational Costs of Tax Avoidance
2013· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
468
citations
affunlabeled
Tax Aggressiveness and Accounting Fraud
2012· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
298
citations
affno abstractunlabeled
Societal trust and corporate tax avoidance
2018· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
214
citations
aboutno affunlabeled
Forecasting Taxes: New Evidence from Analysts
2016· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
140
citations
affunlabeled
Capital Mobility and Tax Competition
2005· article· en· Foundations and Trends® in Microeconomics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
135
citations
venueno affunlabeled
Transparency, Information Shocks, and Tax Avoidance
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
126
citations
affunlabeled
Taxes and Peer Effects
2018· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations
venueno affunlabeled
Corporate Tax Aggressiveness and Insider Trading
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
110
citations
affno abstractunlabeled
Corporate tax aggression and debt
2013· article· en· Journal of Banking & Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
104
citations

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