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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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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.

affaffiliation
fundfunder
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.

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 3 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.

venueno affunlabeled
Determinants of SME export performance
Muhammad Imran, Azelin Aziz, Siti Norasyikin Abdul Hamid
2017· article· en· International Journal of Data and Network Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
36
citations
aboutno affunlabeled
Industrial networks and proximity
Milford B. Green, Rod B. McNaughton
2000· book· en· Ashgate eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
affno abstractunlabeled
Labor Force Demographics and Corporate Innovation
François Derrien, Ambrus Kecskés, Phuong‐Anh Nguyen
2018· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
30
citations
venueno affunlabeled
Determinants and Impact of Training: The Case of SMEs in Jordan
Ihab K. Magableh, Radwan Kharabsheh, Khaled Abdelal Al-Zubi
2011· article· en· International Journal of Economics and Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Innovation strategies and firm performance
Peter Bogetoft, Lene Kroman, Aleksandrs Smilgins, Anders Sørensen
2024· article· en· Journal of Productivity Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
28
citations
venueno affunlabeled
Innovation in SMEs and Financing Mix
Joanna Błach, Monika Wieczorek‐Kosmala, Joanna Trzęsiok
2020· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
28
citations
affaboutno abstractunlabeled
Multinationals and the Canadian Innovation Process
John R. Baldwin, Petr Hanel
2000· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Advertising, Innovation, and Economic Growth
Laurent Cavenaile, Pau Roldan-Blanco
2021· article· en· American Economic Journal Macroeconomics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
afffundunlabeled
Barriers to Entry and Regional Economic Growth in China
Loren Brandt, Gueorgui Kambourov, Kjetil Storesletten
2025· preprint· en· The Review of Economic Studies· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
affaboutunlabeled
Competition, Firm Turnover and Productivity Growth
John R. Baldwin
2006· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations

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