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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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Sustainability and Ecological Systems Analysis
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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.

225 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.
225 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 225 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 225 of 225 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The architecture of reuse
Mark Gorgolewski
2019· article· en· IOP Conference Series Earth and Environmental Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Money as Social Exergy
Eli Spiegelman, George B. Spiegelman, Jonah Spiegelman
2007· article· en· Journal of Bioeconomics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
afffundunlabeled
The Ecosystem Paradigm and Environmental Risk Management
Torgny J. Vigerstad, L.S. McCarty
2000· article· en· Human and Ecological Risk Assessment An International Journal· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Guiding sustainable transformations in food systems
Asim Biswas, Isabel Maddocks, Tirtha Dhar, Laurette Dubé, Animesh Dutta, Byomkesh Talukder +1 more
2024· review· en· Nature Reviews Earth & Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Bridging scales and epistemologies: An introduction
Geoffrey J. Hay
2005· article· en· International Journal of Applied Earth Observation and Geoinformation· Environmental Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Towards an ecological metaphor for regenerative circular economies
Filippos K. Zisopoulos, Brian D. Fath, Bruno Meirelles de Oliveira, Susana Toboso‐Chavero, Hugo d’Assenza-David, Hao Huang +7 more
2025· article· en· Ecological Economics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Fuzzy ecospace modelling
Daniel Dick, Marc Laflamme
2018· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
The Equilibrium Conundrum
Tess Nahanni Grainger, Keila Stark, Chuliang Song, Matthew A. Barbour, Rachel M. Germain
2025· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Honey and sugar as surrogate products: an emergy evaluation
E. Simoncini, Federica Coppola, S. Borsa, Federico Maria Pulselli
2009· article· en· International Journal of Design & Nature and Ecodynamics· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Environmetrics
A El-Shaarawi, J. Stuart Hunter
2014· other· en· Wiley StatsRef: Statistics Reference Online· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
The Idea Of A Local Round Table
W. J. Christie
2005· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
State-Dependent Models and Behavior
Derek A. Roff
2000· article· en· Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About