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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 8 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.

venueno affunlabeled
Online cash-back shopping with network externalities
Yongrui Duan
2020· article· en· INFOR Information Systems and Operational Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
4
citations
venueno affunlabeled
Web service and dynamic pricing competition
Ehram Safari, Masoud Babakhani
2014· article· en· International Journal of Industrial Engineering Computations· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
fundno affno abstractunlabeled
Nonlinear Pricing of Information Goods
Arun Sundararajan
2002· preprint· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
affunlabeled
Digital transformation as a business development strategy
Yurii Umantsiv, Yuliia Biliavska, Oleksiy Osiyevskyy
2025· article· en· Strategy and Leadership· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
affunlabeled
Move Slowly and Build Bridges
Robert W. Gehl
2025· book· en· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
affunlabeled
E-Marketplace Emergence
Bahar Movahedi, Kayvan Miri Lavassani, Vinod Kumar
2012· article· en· Journal of Electronic Commerce in Organizations· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
<scp>e</scp>‐Commerce Business Models
Richard Hawkins
2015· other· en· The International Encyclopedia of Digital Communication and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Viewpoint: Mobile Market Research, 2014
Ray Poynter
2014· article· en· International Journal of Market Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
The Distributional Effects of 'Fulfilled By Amazon' (FBA)
Garud Iyengar, Yuanzhe Ma, Thomas J Rivera, Fahad Saleh, Jay Sethuraman
2023· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Paying for Loyalty: Product Bundling in Oligopoly
Joshua S. Gans, Stephen King
2004· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Occasions d'affaires et Internet : où en sommes-nous ?
Jacques Nantel
2002· article· fr· Gestion· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Towards Efficient Information Sharing in Network Markets
Bertin Martens, Geoffrey Parker, Georgios Petropoulos, Marshall Van Alstyne
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Waiting for Signalling Quality
Hikmet Gunay
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Ecosystems and Complementary Platforms
Doh‐Shin Jeon, Yassine Lefouili, Yaxin Li, Timothy Simcoe
2023· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Membership and Incentives in Network Alliances
Albert S. Dexter, Barrie R. Nault
2005· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Sales Policies for a Virtual Assistant
Wenjia Ba, Haim Mendelson, Mingxi Zhu
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
The E-Banknote as a 'Banknote': A Monetary Law Interpreted
Benjamin Geva, Seraina Grünewald, Corinne Zellweger-Gutknecht
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affunlabeled
Les néobanques vont-elles bouleverser leur secteur d’activité ?
Laurent Clerc, Arthur Moraglia, Sylvain Peyron
2020· article· fr· Revue d économie financière· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Loyalty Rewards Facilitate Tacit Collusion
Yuk‐fai Fong, Qihong Liu
2010· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Platform Scope and Value Creation in Digital Platforms
Ramya Krishna Murthy, Anoop Madhok
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Network Regulation: The Many Faces of Access
Daniel F. Spulber, Christopher S. Yoo
2005· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About