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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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Innovation Policy and R&D
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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.

658 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.
658 works in the cohort · of 4,299,418page 1 of 14

Labels cover 8 of 658 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 658 of 658 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Science, Technology, and Innovation Policy
2009· book· en· Oxford University Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+bibliometricsconsensus · none
485
citations
affgemma · no categorygpt · stsmodels split
National Innovation System
2009· article· en· Science Technology & Human Values· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
321
citations
affunlabeled
Economic Policy for Artificial Intelligence
2018· article· en· Innovation Policy and the Economy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
259
citations
affunlabeled
Standards and Public Policy
2006· book· en· Cambridge University Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
182
citations
afffundunlabeled
AI adoption in America: Who, what, and where
2024· article· en· Journal of Economics & Management Strategy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
The direction of innovation
2017· article· en· Journal of Economic Theory· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
79
citations
affaboutunlabeled
Tax Credits and Small Firm R&D Spending
2020· article· en· American Economic Journal Economic Policy· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
60
citations
affno abstractunlabeled
Do Patents Matter?: Empirical Evidence after GATT
2000· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
58
citations
affno abstractunlabeled
Accelerating advanced-materials commercialization
2016· article· en· Nature Materials· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
aboutno affunlabeled
The Information Content of Royalty Income
2004· article· en· Accounting Horizons· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
54
citations
venueno affunlabeled
Endogenous protection of R&D investments
2009· article· en· Canadian Journal of Economics/Revue canadienne d économique· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
aboutno affunlabeled
The 2014 EU Industrial R&D Investment Scoreboard
2014· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
35
citations
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