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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 222 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
Output and Wages with Inequality Averse Agents
Dominique Demougin, Claude Fluet, Carsten Helm
2004· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Information-Optional Policies and the Gender Concealment Gap
Christine L. Exley, Raymond Fisman, Judd B. Kessler, Louis Pierre Lepage, Xiaomeng Li, Corinne Low +3 more
2024· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Contagion in a Network of Heterogeneous Banks
Ramazan Gençay, Hao Pang, Michael Tseng, Yi Xue
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The Impact of Oil Exploitation on Wellbeing in Chad
Gadom Djal-Gadom, Armand Kountchou Mboutchouang, Gbètoton Nadège Djossou, Kane Gilles Quentin, Abdelkrim Araar
2017· article· en· SSRN Electronic Journal· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
COVID-19 Pounds: Quarantine and Weight Gain
Samira Hasanzadeh, Modjgan Alishahi
2020· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Do Analysts' Preferences Affect Corporate Policies?
François Degeorge, François Derrien, Ambrus Kecskés, Sébastien Michenaud
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Labor Unions and the Cost of Debt
Deniz Anginer, A. Joseph Warburton, Min Zhu
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Accounting for Data Assets
Xingchao Gao, Junhao Liu, Hai Lu
2025· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Lawyer Networks and Corporate Bankruptcies
Vidhan K. Goyal, Joshua Madsen, Wei Wang
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Documenting the Extent of Intra-Bone Isotopic Variation
Olivia Hall, Alex Anne Yvonne Derian, Alexis Rausch, Julia McCuaig, Paul Szpak
2024· preprint· en· SSRN Electronic Journal· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Oil Prices and Inequality
Xiaowen Lei, Julian F. Ludwig, Xiaohan Ma
2024· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
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