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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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Accounting Perspectives
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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
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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.

412 results · 1 filter active ·
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20072025
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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.
412 works in the cohort · of 4,299,418page 1 of 9

Labels cover 1 of 412 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 412 of 412 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
New Frontiers for Internal Audit Research<sup>*</sup>
Margaret H. Christ, Marc Eulerich, Ronja Krane, David A. Wood
2021· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
94
citations
affvenueaboutunlabeled
Factors Influencing Corporate Environmental Disclosures
Matt Wegener, Fayez A. Elayan, Sandra Felton, Jingyu Li
2013· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
66
citations
affvenueaboutunlabeled
Predicting Business Failures in Canada*
J. Efrim Boritz, Duane B. Kennedy, Jerry Sun
2007· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
52
citations
affvenueaboutunlabeled
Advancing Sustainability Reporting in Canada: 2019 Report on Progress
Charles H. Cho, Kathrin Bohr, Tony Jaehyun Choi, Katharine Partridge, Jhankrut Mukesh Shah, Ada Swierszcz
2020· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
41
citations
venueno affunlabeled
XBRL and Accruals: Empirical Evidence from China
Emma Y. Peng, John Shon, Christine E.L. Tan
2011· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
40
citations
affvenueunlabeled
Changing the Concepts to Justify the Standards*
Patricia C. O’Brien
2009· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
39
citations
venueno affunlabeled
Accounting Perspectives
2010· paratext· en· Accounting Perspectives
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
28
citations
affvenueaboutunlabeled
What Accountants Need to Know about Blockchain*
Jesús Osorio Calderón, Theophanis C. Stratopoulos
2020· article· en· Accounting Perspectives· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
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