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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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Climate Change Policy 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
aboutaboutness

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

2,177 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,177 works in the cohort · of 4,299,418page 8 of 44

Labels cover 1 of 2,177 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 2,177 of 2,177 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Climate strategy with CO2 capture from the air
David W. Keith, Minh Ha‐Duong, Joshua K. Stolaroff
2006· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
22
citations
affunlabeled
An alternative to a global climate deal may be unfolding before our eyes
Johan Lilliestam, Antonella Battaglini, Charlotte Finlay, Daniel Fürstenwerth, Anthony Patt, Gus Schellekens +1 more
2012· article· en· Climate and Development· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
aboutno affunlabeled
Healing the Ozone Layer
Frederike Albrecht, Charles F. Parker
2019· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affunlabeled
Human Capital and Climate Change
Noam Angrist, Kevin Winseck, Harry Anthony Patrinos, Joshua Graff Zivin
2024· article· en· The Review of Economics and Statistics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Sharing the Cost of Global Warming*
Étienne Billette de Villemeur, Justin Leroux
2011· article· en· Scandinavian Journal of Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
International environmental agreements - The role of foresight
Effrosyni Diamantoudi, Eftichios S. Sartzetakis
2002· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
21
citations
afffundno abstractunlabeled
The effect of proactive adaptation on green investment
Olivier Bahn, Marc Chesney, Jonathan Gheyssens
2012· article· en· Environmental Science & Policy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Climate change research and action must look beyond 2100
Christopher J. Lyon, Erin E. Saupe, Christopher Smith, Daniel J. Hill, Andrew P. Beckerman, Lindsay C. Stringer +8 more
2020· preprint· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations
affunlabeled
STRATEGIC EFFECTS OF A BORDER TAX ADJUSTMENT
Terry Eyland, Georges Zaccour
2012· article· en· International Game Theory Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations

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