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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 Education and Careers
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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.

333 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.
333 works in the cohort · of 4,299,418page 2 of 7

Labels cover 1 of 333 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 333 of 333 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Diversity, Equity, and Social Justice in Accounting Education
Alessandro Ghio, Nicholas McGuigan, Oscar Jerome Stewart, Meredith Tharapos, Lynette I. Wood
2023· article· en· Issues in Accounting Education· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
venueno affunlabeled
Points to Consider When Self‐Assessing Your Empirical Accounting Research
John H. Evans, Mei Feng, Vicky B. Hoffman, Donald V. Moser, Wim A. Van der Stede
2015· preprint· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+research_integrity
14
citations
affunlabeled
Full costing of business programs: benefits and caveats
Cynthia Simmons, Michael E. Wright, Vernon Jones
2006· article· en· International Journal of Educational Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Arachnophobia: A Case on Impairment and Accounting Ethics
Julie S. Persellin, Michael K. Shaub, Michael S. Wilkins
2014· article· en· Issues in Accounting Education· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affvenueaboutunlabeled
Forum: Teaching Professional Judgement in Accounting
Robert Correll, Karim Jamal, Linda Robinson
2007· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affvenueunlabeled
A Conceptual Framework for Learning Management Accounting
Gary Spraakman, Beverley Jackling
2014· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
10
citations
aboutno affunlabeled
Ranking Accounting Scholars Publishing Ethics Research in Accounting and Business Ethics Journals
Alexandra L. Ferrentino, Meghan L. Maliga, Richard A. Bernardi, Susan M. Bosco
2016· book-chapter· en· Research on professional responsibility and ethics in accounting· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaresearch+sts+research_integrity
8
citations
venueno affunlabeled
Determinants of Auditors’ Work Performance
Siti Rodziah Ahmad, Hilwani Hariri, Siti Noor Hayati Mohamed Zawawi, Razinah Hassan
2019· article· en· International Journal of Financial Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Public Accountants' Field Dependence: Canadian Evidence
Elizabeth Hicks, Robert Bagg, Wendy Doyle, Jeffrey D. Young
2007· article· en· Perceptual and Motor Skills· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
fundno affunlabeled
Using Mini-Cases to Develop AICPA Core Competencies
Vincent C. Brenner, Monica M. Jeancola, Ann L. Watkins
2015· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Professor Qualities and Student Achievement
Florian Hoffmann, Philip Oreopoulos
2006· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
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