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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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Accounting Horizons
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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.

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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.

42 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.
42 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 42 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 42 of 42 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The Information Content of Royalty Income
2004· article· en· Accounting Horizons· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Policy Uncertainty and Textual Disclosure
2021· article· en· Accounting Horizons· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
48
citations
affunlabeled
Some Conceptual Tensions in Financial Reporting
2012· article· en· Accounting Horizons· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
21
citations
affunlabeled
Audit Quality of Chinese ADR Engagements
2016· article· en· Accounting Horizons· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Financial Reporting for the Knowledge Economy
2025· article· en· Accounting Horizons· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
3
citations
affunlabeled
Labor Costs of Implementing New Accounting Standards
2024· article· en· Accounting Horizons· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About