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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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Public Works Management & Policy
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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
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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.

28 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.
28 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 28 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 28 of 28 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
Public—Private Partnerships
Aidan R. Vining
2008· article· en· Public Works Management & Policy· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
176
citations
aboutno affunlabeled
Availability Payments and Key Performance Indicators
Wendell C. Lawther, Lawrence L. Martin
2014· article· en· Public Works Management & Policy· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Tobin’s q and Airline Performances
Michael Z.F. Li, Tae Hoon Oum, Yimin Zhang
2004· article· en· Public Works Management & Policy· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
18
citations
affaboutunlabeled
Rail Infrastructure Management Policy
Stephen M. Law, Alexandra E. Mackay, James Nolan
2004· article· en· Public Works Management & Policy· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
10
citations
affaboutunlabeled
Conducting Projects in Uncertain Times
Louis Simard
2008· article· en· Public Works Management & Policy· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
The Effective Public Works Manager
John W. Ostrowski
2001· article· en· Public Works Management & Policy· Engineering
machine prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About