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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 2 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
Platform Siphoning: Ad-Avoidance and Media Content
2011· article· en· American Economic Journal Microeconomics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
87
citations
affno abstractunlabeled
Digital Platforms and Antitrust
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
74
citations
affunlabeled
A Demand System Approach to Asset Pricing
2015· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
73
citations
fundno affunlabeled
The Politics of Platform Regulation
2024· book· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
72
citations
affunlabeled
Competing data intermediaries
2021· article· en· The RAND Journal of Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
71
citations
affno abstractunlabeled
Antitrust Limits on Startup Acquisitions
2020· article· en· Review of Industrial Organization· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations
affunlabeled
Competing Matchmakers: An Experimental Analysis
2011· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
57
citations
venueno affunlabeled
How Consumers Pay: Adoption and Use of Payments
2013· article· en· Accounting and Finance Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
50
citations
affunlabeled
Extended Generativity Theory on Digital Platforms
2023· article· en· Information Systems Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
49
citations
affunlabeled
Platform Competition in Telecommunications
2004· article· en· RePEc: Research Papers in Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Does Service Bundling Reduce Churn?
2014· article· en· Journal of Economics & Management Strategy· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
49
citations
affunlabeled
Transparency of Behavior-Based Pricing
2019· article· en· Journal of Marketing Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
When Is Pure Bundling Optimal?
2020· article· en· The Review of Economic Studies· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
afffundno abstractunlabeled
Experience information goods: “Version-to-upgrade”
2012· article· en· Decision Support Systems· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
44
citations
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