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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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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.

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 5 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.

affvenueaboutunlabeled
Depreciation in the Canadian Airline Industry
Merridee Bujaki, Sylvain Durocher
2014· article· en· Accounting Perspectives· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueaboutunlabeled
Canadian Financial Reporting Institutions
Daniel B. Thornton
2018· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
Hydro One IPO
Adel Partovi, Michel Magnan
2018· article· en· Accounting Perspectives· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueaboutunlabeled
Introduction
J. Efrim Boritz
2007· article· fr· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
Audit Quality From a Service Perspective: A Systematic Literature Review
Lise Muriel Botha, Phillip de Jager, Francois Toerien, Ezelda Swanepoel
2025· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
IFRS Conversion: The Case of a Marine Defence Company
Daphne Rixon, Donna H. Stapleton, Heather Sceles
2015· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Castries Merchandising Inc.
Douglas Kalesnikoff, Michael Hernik
2019· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
The Case for Unifying a Profession
Cary List
2012· article· en· Accounting Perspectives· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affvenueaboutunlabeled
Boxing and Martial Arts Company, A Tax Case
Justin Mindzak, Tao Zeng
2015· article· en· Accounting Perspectives· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Fair Value Accounting and Stewardship*
A. Rashad Abdel‐Khalik
2010· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
1
citations
affvenueaboutunlabeled
SpinalHeal Ltd.: Planning the Financial Statement Audit
Sandra Iacobelli, Sandra Scott, Joanne Jones
2019· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Holliston Helping Hands
Douglas Kalesnikoff, Suresh Kalagnanam, Vince Bruni‐Bossio
2015· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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