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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
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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.

afffundunlabeled
The Oligopoly of Academic Publishers in the Digital Era
Vincent Larivière, Stefanie Haustein, Philippe Mongeon
2015· article· en· PLoS ONE· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
1,225
citations
affunlabeled
Strategies for Two Sided Markets
Thomas R. Eisenmann, Geoffrey Parker, Marshall Van Alstyne
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
David Lucking‐Reiley, Daniel F. Spulber
2001· article· en· The Journal of Economic Perspectives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
437
citations
affunlabeled
Reframing platform power
José van Dijck, David B. Nieborg, Thomas Poell
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
Jay Pil Choi, Byung-Cheol Kim
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
Robert G. Cooper, Scott J. Edgett, Elko J. Kleinschmidt
2004· article· en· Research-Technology Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
234
citations
affunlabeled
Too Much Data: Prices and Inefficiencies in Data Markets
Daron Acemoğlu, Ali Makhdoumi, Azarakhsh Malekian, Asuman Ozdaglar
2019· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
205
citations
affunlabeled
Opening Platforms: How, When and Why?
Thomas R. Eisenmann, Geoffrey Parker, Marshall Van Alstyne
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
Ahmad Asadullah, Isam Faik, Atreyi Kankanhalli
2018· review· en· Journal of the Association for Information Systems· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
118
citations
affunlabeled
Systems Competition, Vertical Merger, and Foreclosure
Jeffrey Church, Neil Gandal
2000· article· en· Journal of Economics & Management Strategy· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
112
citations
afffundunlabeled
AI and International Trade
Avi Goldfarb, Daniel Trefler
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
Zhuo Cheng, Barrie R. Nault
2007· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
105
citations
affunlabeled
The EU Digital Markets Act: A report from a Panel of Economic Experts
Luis Cabral, Justus Haucap, Parker Geoffrey, Georgios Petropoulos, Valletti Tommaso, Van Alstyne Marshall
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
102
citations
affunlabeled
Why Do Shoppers Use Cash? Evidence from Shopping Diary Data
Naoki Wakamori, Angelika Welte
2017· article· en· Journal of money credit and banking· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
96
citations
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