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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 Information Science and Standards
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

69 results · 1 filter active ·
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20172025
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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.
69 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 69 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 69 of 69 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Using YesWorkflow hybrid queries to reveal data lineage from data curation activities
Qian Zhang, Paul J. Morris, Timothy McPhillips, James Hanken, David Lowery, Bertram Ludäscher +3 more
2017· article· en· Biodiversity Information Science and Standards· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
5
citations
affunlabeled
Modeling Taxon Concepts: A new approach to an old problem
Richard L. Pyle, Nicolas Bailly, David Remsen
2022· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
4
citations
afffundunlabeled
Mangal: An open infrastructure for ecological interactions
Steve Vissault, Dominique Gravel, Timothée Poisot
2019· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Progress in Authority Management of People Names for Collections
Quentin Groom, Chloé Besombes, Josh Brown, Simon Chagnoux, Teodor Georgiev, Nicole Kearney +10 more
2019· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Campaigning for a Global Collections Network: Improving the digital representation and visibility of natural science collections from Latin America and the Caribbean
Jutta Buschbom, Néstor Acosta‐Buenaño, Victor Chocho, Javier Roberto Irazábal, James Macklin, Leslie Melisa Ojeda Cabrera +5 more
2022· article· en· Biodiversity Information Science and Standards· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
aboutno affunlabeled
MaterialSample and its Properties
Teresa Mayfield-Meyer, Steve Baskauf, Dag Endresen, Christian Bölling, John Wieczorek, Richard L. Pyle +1 more
2022· article· en· Biodiversity Information Science and Standards· Materials Science
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Open Source Workshop to Mobilize Marine Biodiversity Data
Abigail Benson, Matt Biddle, Tylar Murray, Jonathan Pye, Tim van der Stap
2022· article· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts+open_science+insufficient_payload
0
citations
affunlabeled
Nurturing a sustainable Open Tree of Life
Emily Jane McTavish, Mark T. Holder, Karen Cranston
2018· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Is Your Collection Ambiguous?
Mathias Dillen, Elspeth Haston, Nicole Kearney, Deborah Paul, Joaquim Santos, David Peter Shorthouse +3 more
2021· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Living Atlases Community
Marie-Elise Lecoq, Fabien Cavière, Christian Gendreau, Jeremy Goimard, Santiago Martínez de la Riva, Manash Shah +1 more
2017· article· en· Biodiversity Information Science and Standards· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
A Collective Effort to Update the Legume Checklist
M. Marianne le Roux, Markus Döring, Anne Bruneau, Joseph T. Miller, Rafaël Govaerts, Nick Black +2 more
2021· article· en· Biodiversity Information Science and Standards· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Occurrences: Data resources and Biocache-hub
Canadensys Network, Anne Bruneau, Carole Sinou, Jeremy Goimard
2017· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Management of Molecular Data in DINA with SeqDB
Keith Glen Newton, Satpal Bilkhu, Nazir El-Kayssi, Christian Gendreau, James Macklin
2018· article· en· Biodiversity Information Science and Standards· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
mangal - making sense of biotic interaction data
Timothée Poisot, Dominique Gravel, Steve Vissault
2017· article· en· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Mobilising Legacy Georeferencing Efforts
Ashleigh Whittaker, Jack Plummer, Nicky Nicolson
2025· article· Biodiversity Information Science and Standards· Environmental Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations

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