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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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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

49 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.
49 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 49 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 49 of 49 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Long-Term Macroeconomic Effects of Climate Change
Matthew E. Kahn, Kamiar Mohaddes, Ryan Ng, M. Pesaran, Mehdi Raissi, Jui‐Chung Yang
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
51
citations
affaboutunlabeled
NAFTA to USMCA: What is Gained?
Mary E. Burfisher, Frédéric Lambert, Troy Matheson
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
38
citations
afffundunlabeled
Country Portfolio Dynamics
Alan Sutherland, Michael B. Devereux
2007· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Understanding Post-COVID Inflation Dynamics
Jesper Lindé, Mathias Trabandt, Martin Harding
2023· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Optimal Macroprudential Policy and Asset Price Bubbles
Nina Biljanovska, Alexandros Vardoulakis
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
aboutno affunlabeled
How to Improve Inflation Targeting in Canada
Maurice Obstfeld, Ondra Kamenik, Douglas Laxton, Yulia Ustyugova, Hou Wang
2016· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
aboutno affunlabeled
Decomposing Climate Risks in Stock Markets
Yuanchen Yang
2023· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
fundaboutno affunlabeled
Internal Trade in Canada
Ivo Krznar, Trevor Tombe
2019· article· en· IMF Working Paper· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Currency Boards, Credibility, and Macroeconomic Behavior
Amadou Sy, Luis A Rivera-Batiz
2000· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
NAFTA to USMCA: What is Gained?1
Mary E. Burfisher, Frédéric Lambert, Troy Matheson
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Why is Canada's Price Level so Predictable?
Vladimir Klyuev, Heesun Kiem, Ondra Kamenik, Douglas Laxton
2008· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Discriminatory Pricing of Over-the-Counter Derivatives
Harald Hau, Peter Hoffmann, Sam Langfield, Yannick Timmer
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Assessing House Prices in Canada
Michal Andrle, Miroslav Plašil
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Manufacturing Jobs and Inequality
Natalija Novta, Evgenia Pugacheva
2019· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Firm-Level Data and Monetary Policy
Lahcen Bounader, Mohamed Doukali
2019· article· en· IMF Working Paper· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Housing Booms and Productivity Growth
Yuanchen Yang, F. A. Lutz, Lucy Qian Liu
2025· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
A Quarterly Projection Model for the WAEMU
Carlos de Resende, Alsim Fall, Demba Sy
2022· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Corporate Funding and the COVID-19 Crisis
Andrea Deghi, Tomohiro Tsuruga, Jérôme Vandenbussche
2021· article· en· IMF Working Paper· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations

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