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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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Ecosystem dynamics and resilience
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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
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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.

493 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.
493 works in the cohort · of 4,299,418page 3 of 10

Labels cover 0 of 493 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 493 of 493 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Toward a cohesive understanding of ecological complexity
Federico Riva, Caio Graco‐Roza, Gergana N. Daskalova, Emma J. Hudgins, Jayme M. M. Lewthwaite, Erica A. Newman +2 more
2023· review· en· Science Advances· Environmental Science
distilled prediction:candidate · stsconsensus · none
52
citations
affunlabeled
Cell fate-decision as high-dimensional critical state transition
Mitra Mojtahedi, Alexander Skupin, Joseph Zhou, Ivan G. Castaño, Rebecca Y. Y. Leong-Quong, Hannah Chang +2 more
2016· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
49
citations
affno abstractunlabeled
A Mixed-Culture Biofilm Model with Cross-Diffusion
Kazi Rahman, Rangarajan Sudarsan, Hermann J. Eberl
2015· article· en· Bulletin of Mathematical Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
affno abstractunlabeled
Biodiversity analysis: issues, concepts, techniques
László Orlóci, Madhur Anand, Valério D. Pillar
2002· article· en· Community Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
fundno affunlabeled
Transdisciplinary Application of Cross-Scale Resilience
Shana M. Sundstrom, David G. Angeler, Ahjond S. Garmestani, Jorge Esparteiro Garcia, Craig D. Allen
2014· article· en· Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
An Environmental Sociology for the Anthropocene
Gary Bowden
2017· article· en· Canadian Review of Sociology/Revue canadienne de sociologie· Environmental Science
distilled prediction:candidate · stsconsensus · sts
37
citations
venueno affunlabeled
Coerced regimes: management challenges in the Anthropocene
David G. Angeler, Brian C. Chaffin, Shana M. Sundstrom, Ahjond S. Garmestani, Kevin L. Pope, Daniel R. Uden +2 more
2020· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Delayed stochastic differential model for quiet standing
Weiguang Yao, Peilin Yu, Christopher Essex
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
affunlabeled
A resilience sensing system for the biosphere
Timothy M. Lenton, Joshua Buxton, David I. Armstrong McKay, Jesse F. Abrams, Chris A. Boulton, Kirsten Lees +4 more
2022· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · stsconsensus · none
33
citations
afffundunlabeled
Predicting discrete-time bifurcations with deep learning
Thomas M. Bury, Daniel Dylewsky, Chris T. Bauch, Madhur Anand, Leon Glass, Alvin Shrier +1 more
2023· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations

How this was built: Screen · Findings · About