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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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Digital Platforms and Economics
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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.

843 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.
843 works in the cohort · of 4,299,418page 1 of 17

Labels cover 3 of 843 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 843 of 843 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Strategies for Two Sided Markets
2006· article· en· Harvard business review· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
989
citations
affunlabeled
Business-to-Business Electronic Commerce
2001· article· en· The Journal of Economic Perspectives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
437
citations
affunlabeled
Reframing platform power
2019· article· en· Internet Policy Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
268
citations
fundno affunlabeled
Net neutrality and investment incentives
2010· article· en· The RAND Journal of Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
257
citations
affunlabeled
Benchmarking Best NPD Practices—II
2004· article· en· Research-Technology Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
234
citations
affunlabeled
Opening Platforms: How, When and Why?
2009· book-chapter· en· Edward Elgar Publishing eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
189
citations
affunlabeled
Digital Platforms: A Review and Future Directions
2018· review· en· Journal of the Association for Information Systems· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
118
citations
afffundunlabeled
AI and International Trade
2018· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Industry Level Supplier-Driven IT Spillovers
2007· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
105
citations

How this was built: Screen · Findings · About