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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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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.

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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.

37,702 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.
37,702 works in the cohort · of 4,299,418page 119 of 755

Labels cover 42 of 37,702 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 37,702 of 37,702 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Signal-Tuning Function of Liability Regimes
Claude Fluet, Murat C. Mungan
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Earnings Opacity and Closed-End Country Fund Discounts
Feng Chen, Ole‐Kristian Hope, Qingyuan Li, Xin Wang
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Competitive Strategy for Open Source Software
Vineet Kumar, Brett R. Gordon, Kannan Srinivasan
2011· article· en· SSRN Electronic Journal· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Closed-Form Asymptotics for Local Volatility Models
Wen Cheng, Nick Costanzino, Anna L. Mazzucato, John Liechty, Victor Nistor
2009· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Global Value Chains and Trade Elasticities
Byron Gangnes, C. Alyson, Ari Van Assche
2014· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Taxes and Market Power: A Network Approach
Andrea Galeotti, Benjamin Golub, Sanjeev Goyal, Eduard Talamàs, Omer Tamuz
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
How Nations Share
Allison Christians
2011· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Robust Stochastic Games and Systemic Risk
Xuancheng Huang, Sebastian Jaimungal
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
The Liquidity Premium of Digital Payment Vehicle
Zefeng Chen, Zhengyang Jiang
2022· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
The Value of ETF Liquidity
Marta Khomyn, Tālis J. Putniņš, Marius Zoican
2020· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Machine Learning and Speed in High-Frequency Trading
Jasmina Arifovic, Xue‐Zhong He, Lijian Wei
2021· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
'Cleantech' Venture Capital Around the World
Douglas J. Cumming, Irene Henriques, Perry Sadorsky
2013· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Group Identity in Markets
Kutsal Doğan, Ernan Haruvy, Sherry Xin Li
2009· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Pre-Ipo Markets
Francesca Cornelli, Alexander Ljungqvist, David Goldreich
2003· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
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