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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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Macroeconomic Dynamics
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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.

105 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.
105 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 105 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 105 of 105 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
MONETARY NEUTRALITY
Apostolos Serletis, Zisimos Koustas
2017· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
DIMINISHING RETURNS AND LABOR MARKET ADJUSTMENTS
Ha Dao, Alain Delacroix
2017· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
MONEY, MARKETS, AND DYNAMIC CREDIT
Hongfei Sun
2010· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Monetary policy and economic fluctuations
Cosmas Dery, Apostolos Serletis
2023· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
OPTIMAL TAXATION AND SOCIAL NETWORKS
Marcelo Arbex, Dennis O’Dea
2013· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Should wages be subsidized in a pandemic?
Brant Abbott, Nam Van Phan
2022· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
AGENCY COSTS, RISK SHOCKS, AND INTERNATIONAL CYCLES
Marc‐André Letendre, Joël Wagner
2017· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Divisia Monetary Aggregates with Unobserved Assets
Maksim Isakin, Apostolos Serletis
2023· preprint· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
A note on the neutrality of interest rates
Apostolos Serletis, Libo Xu
2024· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Money supply and the yield curve
Libo Xu
2025· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
COVARIANCE EFFECT
Bartholomew Moore, Huntley Schaller
2002· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
DETECTING CONVERGENCE CLUBS
Fuat Can Beylunioğlu, Thanasis Stengos
2018· preprint· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
IMF lending in sovereign default
Georgios Stefanidis
2023· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
MONEY SUPPLY VOLATILITY AND THE MACROECONOMY
Apostolos Serletis, Libo Xu
2018· preprint· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A note on allowing state bankruptcy
Minjie Deng
2024· article· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
PRECAUTIONARY LEARNING AND INFLATIONARY BIASES
Chetan Dave, James Feigenbaum
2018· preprint· en· Macroeconomic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
MARKET POWER AND THE AGGREGATE SAVING RATE
Andrea Giusto, Talan İşcan
2018· article· en· Macroeconomic Dynamics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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