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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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Ecological 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.

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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.

148 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.
148 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 148 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 148 of 148 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Managing without growth
Peter A. Victor, Gideon Rosenbluth
2006· article· en· Ecological Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
137
citations
afffundno abstractunlabeled
Economic viability and small-scale fisheries — A review
Anna Schuhbauer, U. Rashid Sumaila
2016· review· en· Ecological Economics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
124
citations
afffundno abstractunlabeled
Opening the black box of energy throughputs in farm systems: A decomposition analysis between the energy returns to external inputs, internal biomass reuses and total inputs consumed (the Vallès County, Catalonia, c.1860 and 1999)
Enric Tello, Elena Galán, Vera Sacristán, Geoff Cunfer, Gloria I. Guzmán, Manuel González de Molina +5 more
2015· article· en· Ecological Economics· Environmental Science
distilled prediction:candidate · noneconsensus · none
102
citations
affno abstractunlabeled
Climate justice, commons, and degrowth
Patrícia E. Perkins
2019· article· en· Ecological Economics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
99
citations
affno abstractunlabeled
The Kyoto protocol and payments for tropical forest:
Alexander Pfaff, Suzi Kerr, R. Flint Hughes, Shuguang Liu, Arturo Sánchez‐Azofeifa, David Schimel +2 more
2000· article· en· Ecological Economics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
84
citations
affno abstractunlabeled
Niche construction, co-evolution and biodiversity
Kevin N. Laland, Neeltje J. Boogert
2008· article· en· Ecological Economics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
79
citations
affno abstractunlabeled
Ecological monetary economics: A post-Keynesian critique
Louison Cahen-Fourot, Marc Lavoie
2016· article· en· Ecological Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
78
citations
affno abstractunlabeled
The Energy-emissions Trap
Martin R. Sers, Peter A. Victor
2018· article· en· Ecological Economics· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
62
citations

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