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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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Firm Innovation and Growth
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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.

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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.

1,145 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.
1,145 works in the cohort · of 4,299,418page 6 of 23

Labels cover 3 of 1,145 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 1,145 of 1,145 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Canadian Firm and Job Dynamics
Ravi Balakrishnan
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Lockdowns and Innovation: Evidence from the 1918 Flu Pandemic
Enrico Berkes, Olivier Deschênes, Ruben Gaetani, Jeffrey Lin, Christopher Severen
2023· article· en· The Review of Economics and Statistics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Firm Entry and Labor Market Dynamics
Enchuan Shao, Pedro Silos
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Firm Learning and Growth
Costas Arkolakis, Theodore Papageorgiou, Olga A. Timoshenko
2015· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
WHY ARE JOBS DESIGNED THE WAY THEY ARE?*
Michael Gibbs, Alec Levenson, Cindy Zoghi
2008· article· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
Innovation of SMEs in the Knowledge-Based Economy
Frank C. Lee, Keith Newton
2000· article· en· Journal of Small Business & Entrepreneurship· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
affvenueaboutunlabeled
Trends in Firm Entry and New Entrepreneurship in Canada
Shutao Cao, Mohanad Salameh, Mai Seki, Pierre St‐Amant
2017· article· en· Canadian Public Policy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
venueno affunlabeled
Manufacturing Growth and Agglomeration Effects
Marcel Fafchamps
2019· preprint· en· L Actualité économique· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
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