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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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Biodiversity Data Journal
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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
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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.

135 results · 1 filter active ·
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20132025
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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.
135 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 135 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 135 of 135 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A global map of saltmarshes
Chris McOwen, Lauren V. Weatherdon, Jan-Willem Van Bochove, Emma Sullivan, S.C. Blyth, Christoph Zöckler +5 more
2017· article· en· Biodiversity Data Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
502
citations
affunlabeled
Update on the Brassicaceae species checklist
Ardath Francis, Beatriz E. Lujan Toro, Suzanne I. Warwick, James Macklin, Sara L. Martin
2021· article· en· Biodiversity Data Journal· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affunlabeled
"Flora of Russia" on iNaturalist: a dataset
Alexey P. Seregin, Dmitriy A. Bochkov, J.V. Shner, Eduard V Garin, Igor N. Pospelov, Vadim Prokhorov +106 more
2020· article· en· Biodiversity Data Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
affunlabeled
The disambiguation of people names in biological collections
Quentin Groom, Christian Bräuchler, Robert Cubey, Mathias Dillen, Pieter Huybrechts, Nicole Kearney +9 more
2022· article· en· Biodiversity Data Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
18
citations
afffundaboutunlabeled
Enriched biodiversity data as a resource and service
Rutger Vos, Jordan Biserkov, Bachir Balech, Niall Beard, Matthew Blissett, Christian Brenninkmeijer +28 more
2014· article· en· Biodiversity Data Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
afffundunlabeled
DNA barcoding the fishes of Lizard Island (Great Barrier Reef)
Dirk Steinke, Jeremy R deWaard, Martin F. Gomon, Jeffrey W. Johnson, Helen K. Larson, Oliver Lucanus +3 more
2017· article· en· Biodiversity Data Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Towards a catalogue of biodiversity databases: An ontological case study
Jarrett D. Blair, Rodger Gwiazdowski, Andrew Borrelli, Michelle Hotchkiss, Candace Park, Gleannan Perrett +1 more
2020· article· en· Biodiversity Data Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
affunlabeled
Soil macrofauna communities in Brazilian land-use systems
George Gardner Brown, Wilian Demetrio, Quentin Gabriac, Amarildo Pasini, Vanesca Korasaki, Lenita J. Oliveira +54 more
2024· article· en· Biodiversity Data Journal· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About