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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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Environment and Development 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
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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.

58 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.
58 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 58 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 58 of 58 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Maximin: a direct approach to sustainability
Robert D. Cairns, Ngo Van Long
2006· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affunlabeled
Trade and environment: policy linkages
Brian R. Copeland
2000· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
47
citations
affunlabeled
Sustainability accounting and green accounting
Robert D. Cairns
2000· article· en· Environment and Development Economics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
41
citations
affunlabeled
Where is the money? Post-disaster foreign aid flows
Óscar Becerra, Eduardo A. Cavallo, Ilan Noy
2014· article· en· Environment and Development Economics· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affunlabeled
Green accounting using imperfect, current prices
Robert D. Cairns
2002· article· en· Environment and Development Economics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
fundno affunlabeled
Effects of ups and downs of the Mongolian mining sector
Tsolmon Baatarzorig, Ragchaasuren Galindev, Hélène Maisonnave
2018· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
22
citations
fundno affunlabeled
Climate risk and food availability in Guatemala
Renato Vargas, Maynor Cabrera, Martín Cicowiez, Pamela Escobar, Violeta Carrasco Hernández, Javier Cabrera +1 more
2018· article· en· Environment and Development Economics· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Emission taxes when pollution depends on location
Walid Marrouch, Bernard Sinclair‐Désgagné
2012· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Green national accounting: the case of Chile's mining sector
Eugenio Figueroa, Enrique Calfucura, Javier Yesid Mahecha Nuñez
2002· article· en· Environment and Development Economics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Sustainability or the measurement of wealth?
Robert D. Cairns
2013· article· en· Environment and Development Economics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Free trade and the greening of domestic industry
Sumeet Gulati, Devesh Roy
2014· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Bioprospecting and biodiversity contracts
Denise M. Mulholland, Elizabeth A. Wilman
2003· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Uncertainty and the double dividend hypothesis
Eftichios S. Sartzetakis, Panagiotis Tsigaris
2009· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Output and pollution abatement in a U.S. state emission function
Neophyta Empora, Theofanis P. Mamuneas, Thanasis Stengos
2019· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affunlabeled
Strategic behaviour and environmental commons
Ariel Dinar, Georges Zaccour
2013· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
afffundunlabeled
The impact of oil revenues on wellbeing in Chad
Gadom Djal Gadom, Armand Mboutchouang Kountchou, Abdelkrim Araar
2018· article· en· Environment and Development Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations

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