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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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Ecology and Vegetation Dynamics Studies
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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.

4,502 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.
4,502 works in the cohort · of 4,299,418page 3 of 91

Labels cover 3 of 4,502 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 4,502 of 4,502 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Biodiversity recovery of Neotropical secondary forests
Danaë M. A. Rozendaal, Frans Bongers, T. Mitchell Aide, Esteban Álvarez‐Dávila, Nataly Ascarrunz, Patricia Balvanera +79 more
2019· article· en· Science Advances· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
539
citations
afffundunlabeled
Phylogenetic diversity promotes ecosystem stability
Marc W. Cadotte, Russell Dinnage, David Tilman
2012· article· en· Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
510
citations
afffundno abstractunlabeled
Reinforcing loose foundation stones in trait-based plant ecology
Bill Shipley, Francesco de Bello, J. Hans C. Cornelissen, Étienne Laliberté, Daniel C. Laughlin, Peter B. Reich
2016· article· en· Oecologia· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
497
citations
afffundunlabeled
Scaling‐up biodiversity‐ecosystem functioning research
Andrew Gonzalez, Rachel M. Germain, Diane S. Srivastava, Élise Filotas, Laura E. Dee, Dominique Gravel +7 more
2020· review· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
468
citations
affno abstractunlabeled
Demography in an increasingly variable world
Mark S. Boyce, C. V. Haridas, C LEE, THENCEASSTOCHASTICDEMOGRAPHYW
2005· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
461
citations
venueno affunlabeled
Global-Scale Patterns of Forest Fragmentation
Kurt H. Riitters, James Wickham, Robert V. O’Neill, K. Bruce Jones, Elizabeth Smith
2000· article· en· Conservation Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
460
citations
afffundno abstractunlabeled
What size is a biologically relevant landscape?
Heather Bird Jackson, Lenore Fahrig
2012· article· en· Landscape Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
429
citations
afffundunlabeled
The changing role of history in restoration ecology
Eric Higgs, Donald A. Falk, Anita Guerrini, Marcus Hall, Richard J. Hobbs, Stephen T. Jackson +2 more
2014· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
415
citations
affunlabeled
Urbanisation tolerance and the loss of avian diversity
Daniel Sol, César González‐Lagos, Darío Moreira‐Arce, Joan Maspons, Oriol Lapiedra
2014· letter· en· Ecology Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
415
citations
affno abstractunlabeled
Are natural microcosms useful model systems for ecology?
Diane S. Srivastava, Jurek Kolasa, Jan Bengtsson, Andrew Gonzalez, Sharon Lawler, Thomas E. Miller +4 more
2004· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
415
citations
fundno affunlabeled
EMPIRICAL EVALUATION OF NEUTRAL THEORY
Brian J. McGill, Brian A. Maurer, Michael D. Weiser
2006· article· en· Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
414
citations
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