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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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Taxation and Compliance Studies
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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.

929 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.
929 works in the cohort · of 4,299,418page 17 of 19

Labels cover 2 of 929 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 929 of 929 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Tax Policy in Emerging Countries
R. Curtis Bird, Eric M. Zolt
2008· article· en· Environment and Planning C Government and Policy· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Industrial China and its impact on Informality.
Kevin Michael Fleary
2017· article· en· International Journal of Management Excellence· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
User Awareness on the Implementation of Digital Service Tax in Malaysia
Ida Suriya Ismail, Nuridayu Binti Yunus, Farazila Rita Binti Abd Jamil, Mohamad Aidil Bin Mohamad Jalani, Mohd Zakwan Bin Abdul Latiff
2023· article· en· Accounting and Finance Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
MUNICIPAL SUSTAINABILITY STRATEGY
2009· article· en· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Social Documents
2014· article· en· Relations industrielles· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Normative Analysis with Societal Constraints
Robin Boadway, Nicolas‐Guillaume Martineau
2013· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Targeting Tax Relief at Youth Employment
Matthew D. Webb, Casey Warman, Arthur Sweetman
2016· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations

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