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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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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 3 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
When Do Markets Tip? A Cognitive Hierarchy Approach
Tanjim Hossain, John Morgan
2013· article· en· Marketing Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
40
citations
affunlabeled
Focality advantage in platform competition
Hanna Hałaburda, Yaron Yehezkel
2019· article· en· Journal of Economics & Management Strategy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
40
citations
afffundno abstractgemma · no categorygpt · no categorymodels agree
The lean core in digital platforms
Xavier Olleros
2007· article· en· Technovation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
38
citations
affno abstractunlabeled
Platform Mergers and Antitrust
Geoffrey Parker, Georgios Petropoulos, Marshall Van Alstyne
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
37
citations
fundno affunlabeled
Towards a theory of platform dynamics
Luı́s Cabral
2019· article· en· Journal of Economics & Management Strategy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
35
citations
affaboutunlabeled
Precommitments in Two-Sided Market Competition
Ming Hu, Yan Liu
2023· article· en· Manufacturing & Service Operations Management· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
34
citations
affunlabeled
E-Commerce in Serbia: Where Roads Cross Electrons Will Flow
Bob Travica, Borislav Jošanov, Ejub Kajan, Marijana Vidas-Bubanja, Emilija Vuksanovigc
2007· article· en· Journal of Global Information Technology Management· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
31
citations
affno abstractunlabeled
Marketplace or Reseller?
Andrei Hagiu, Julian Wright
2014· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affno abstractunlabeled
Privacy Regulation and Market Structure
James D. Campbell, Avi Goldfarb, Catherine E. Tucker
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Should Amazon Be Allowed to Sell on Its Own Marketplace?
Andrei Hagiu, Tat‐How Teh, Julian Wright
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affno abstractunlabeled
How do firms make money selling digital goods online
Anja Lambrecht, Avi Goldfarb, Alessandro Bonatti, Anindya Ghose, Daniel G. Goldstein, Randall A. Lewis +3 more
2014· article· en· London Business School Research Online (London Business School)· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+scholarly_communication
26
citations
affaboutunlabeled
Digitalization and Inflation: A Review of the Literature
Karyne B. Charbonneau, Alexa Evans, Subrata Sarker, Lena Suchanek
2021· review· en· Staff Analytical Notes· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
26
citations
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