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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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ScholarlyCommons (University of Pennsylvania)
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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.

105 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
105 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 105 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 105 of 105 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Global Coordination of Local Linear Models
2001· article· en· ScholarlyCommons (University of Pennsylvania)· Computer Science
distilled prediction:candidate · noneconsensus · none
177
citations
affunlabeled
Data flow testing as model checking
2003· article· en· ScholarlyCommons (University of Pennsylvania)· Computer Science
distilled prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Urban Growth and Transportation
2008· article· en· ScholarlyCommons (University of Pennsylvania)· Social Sciences
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Spatial Wage Disparities: Sorting Matters!
2004· preprint· en· ScholarlyCommons (University of Pennsylvania)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
35
citations
affunlabeled
From Sectoral To Functional Urban Specialisation
2001· preprint· en· ScholarlyCommons (University of Pennsylvania)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
Roads and Trade: Evidence from the US
2013· article· en· ScholarlyCommons (University of Pennsylvania)· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
fundno affunlabeled
Bayesian Treed Models
2000· article· en· ScholarlyCommons (University of Pennsylvania)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Mortgage Put Options and Real Estate Markets
2008· article· en· ScholarlyCommons (University of Pennsylvania)· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
African Financial Systems: A Review
2011· review· en· ScholarlyCommons (University of Pennsylvania)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Reforms to Canadian Social Security, 1996-7
2008· article· en· ScholarlyCommons (University of Pennsylvania)· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Almost everyone in New York is raising PRICEs
2018· article· en· ScholarlyCommons (University of Pennsylvania)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Unbearable Future
2013· article· en· ScholarlyCommons (University of Pennsylvania)· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Essays In Urban And Regional Economics
2021· article· en· ScholarlyCommons (University of Pennsylvania)· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Optimal Phylogenetic Reconstruction
2005· article· en· ScholarlyCommons (University of Pennsylvania)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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