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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.

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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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Theoretical Ecology
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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.

64 results · 1 filter active ·
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20072025
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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.
64 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 64 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 64 of 64 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Population dynamics in migratory networks
Caz M. Taylor, D. Ryan Norris
2009· article· en· Theoretical Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
157
citations
afffundno abstractunlabeled
A theory for species co-occurrence in interaction networks
Kévin Cazelles, Miguel B. Araújo, Nicolas Mouquet, Dominique Gravel
2015· article· en· Theoretical Ecology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
138
citations
afffundno abstractunlabeled
Predator–prey systems in streams and rivers
Frank M. Hilker, Mark A. Lewis
2009· article· en· Theoretical Ecology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
afffundno abstractunlabeled
A patch-dynamic framework for food web metacommunities
Pradeep Pillai, Michel Loreau, Andrew Gonzalez
2009· article· en· Theoretical Ecology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
afffundunlabeled
Transient disease dynamics across ecological scales
Yun Tao, Jessica L. Hite, Kevin D. Lafferty, David J. D. Earn, Nita Bharti
2021· article· en· Theoretical Ecology· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
19
citations
afffundno abstractunlabeled
The dynamics of coupled populations subject to control
Stephanie J. Peacock, Andrew W. Bateman, Martin Krkošek, Mark A. Lewis
2016· article· en· Theoretical Ecology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Noise can create or erase long transient dynamics
Jody R. Reimer, Jorge Arroyo‐Esquivel, Junjie Jiang, Henry R. Scharf, E. M. Wolkovich, Kai Zhu +1 more
2021· article· en· Theoretical Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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