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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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Species Distribution and Climate Change
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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.

7,879 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.
7,879 works in the cohort · of 4,299,418page 14 of 158

Labels cover 27 of 7,879 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 7,879 of 7,879 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Predicting the Range of Chinese Mitten Crabs in Europe
Leif‐Matthias Herborg, Deborah Rudnick, Yang Siliang, David M. Lodge, Hugh J. MacIsaac
2007· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
affunlabeled
Wildlife biology, big data, and reproducible research
Keith P. Lewis, Eric Vander Wal, David A. Fifield
2018· article· en· Wildlife Society Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
59
citations
affunlabeled
Risks to biodiversity from temperature overshoot pathways
Andreas L. S. Meyer, Joanne Bentley, Romaric C. Odoulami, Alex L. Pigot, Christopher H. Trisos
2022· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
58
citations
affaboutunlabeled
Past, present, and future of the Living Planet Index
Sophie Ledger, Jonathan Loh, Rosamunde E. A. Almond, Monika Böhm, Christopher F. Clements, Jessica Currie +11 more
2023· review· en· npj Biodiversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
58
citations
affunlabeled
Alternative futures for global biological invasions
Núria Roura‐Pascual, Brian Leung, Wolfgang Rabitsch, Lucas Rutting, Joost Vervoort, Sven Bacher +24 more
2021· article· en· Sustainability Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
afffundunlabeled
How useful is genomic data for predicting maladaptation to future climate?
Brandon M. Lind, Rafael Candido‐Ribeiro, Pooja Singh, Mengmeng Lu, Dragana Obreht Vidaković, Tom R. Booker +4 more
2024· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
57
citations
afffundunlabeled
Ecological response to altered rainfall differs across the Neotropics
Diane S. Srivastava, Régis Céréghino, M. Kurtis Trzcinski, A. Andrew M. MacDonald, Nicholas A. C. Marino, Dimaris Acosta Mercado +19 more
2020· article· en· Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
57
citations
affunlabeled
Vulnerability of amphibians to global warming
Patrice Pottier, Michael Kearney, Nicholas C. Wu, Alex R. Gunderson, Julie E Rej, A. Nayelli Rivera‐Villanueva +4 more
2025· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
afffundunlabeled
Spatial and temporal shifts in photoperiod with climate change
Ailene K. Ettinger, D. M. Buonaiuto, C. J. Chamberlain, Ignacio Morales‐Castilla, E. M. Wolkovich
2021· article· en· New Phytologist· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
affunlabeled
A comprehensive database of amphibian heat tolerance
Patrice Pottier, Hsien‐Yung Lin, Rachel Rui Ying Oh, Pietro Pollo, A. Nayelli Rivera‐Villanueva, José O. Valdebenito +5 more
2022· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
affunlabeled
Strengthening confidence in climate change impact science
Mary I. O’Connor, Johnna M. Holding, Carrie V. Kappel, Carlos M. Duarte, Keith Brander, Christopher J. Brown +12 more
2014· article· en· Global Ecology and Biogeography· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations

How this was built: Screen · Findings · About