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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 biodiversity 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
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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.

1,327 results · 1 filter active ·
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20002025
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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.
1,327 works in the cohort · of 4,299,418page 19 of 27

Labels cover 0 of 1,327 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 1,327 of 1,327 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
LGC Dataset
2025· dataset· en· IEEE DataPort· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
"Deer" by John Fletcher. 2014. [book review]
Jonathan Way
2014· article· en· The Canadian Field-Naturalist· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2020· dataset· en· Global Biodiversity Information Facility· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Marmota caligata
2016· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ondatra zibethicus
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Reinhard Reitzenstein: River Lake Ice
Gil McElroy
2003· article· en· Espace Sculpture· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Farm cash receipts
2019· dataset· en· Statistics Canada Dissemination· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
South African journey, 1988?
2021· dataset· en· University of Southern California Digital Library· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Eremaeus boreomontanus Behan-Pelletier 1993
2019· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Toronto folks, Victoria B.C. scenics, [s.d.]
2021· dataset· en· University of Southern California Digital Library· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sciophila longua Garrett 1925
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Animals Illustrated: Arctic Wolf
Kristie Hinckley
2019· article· en· ScholarsArchive (Brigham Young University)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Unciger transsilvanicus
2017· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
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