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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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Aquatic Ecosystems and Biodiversity
Retraction
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Label agreement
Label status

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.

373 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.
373 works in the cohort · of 4,299,418page 6 of 8

Labels cover 0 of 373 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 373 of 373 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
EcoAdvance Showcase: Sofia Matsi - Republic of Cyrus
EcoAdvance Project
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Commons
2014· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(94)91556-3
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Donald Watson (1918–2005)
Chris J. Rollie
2006· article· en· Ibis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Lake Baringo
Robin W. Renaut, R. Bernhart Owen
2023· book-chapter· en· Syntheses in limnogeology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Lake Magadi and Nasikie Engida
Robin W. Renaut, R. Bernhart Owen
2023· book-chapter· en· Syntheses in limnogeology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
New domain '.sucks' to be investigated by feds
2015· other· en· Internet Archive (Internet Archive)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(94)93511-4
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Orca pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
File 3. Taxonomy and Quality Counts
2023· dataset· en· Figshare· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Megalopinus EICHELBAUM 1915
2012· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Scott Eyman interview, 2005
2005· other· en· Scholarship @ Claremont (The Claremont Colleges)· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)94397-h
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
5 Song Set - Episode 17: Old-School Saxophone Jazz
2011· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)81683-9
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)82176-5
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Quantification of biogenic turbulence
Stephen Camozzi
2018· dissertation· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
The Nile
Robert L. Tignor, Robert O. Collins
2004· article· fr· Canadian Journal of African Studies / Revue canadienne des études africaines· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
0
citations
aboutno affunlabeled
Heron Lake (Book Review)
Bill Elgersma
2013· article· en· Dordt Digital Collections (Dordt College)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Summary, opportunities and synthesis
Douglas W. Larson, Uta Matthes, Peter E. Kelly
2000· book-chapter· en· Cambridge University Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Neoromicia zuluensis
2017· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)94468-e
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Cars 3 (2017)
2017· other· en· Internet Archive (Internet Archive)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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