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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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Developments in paleoenvironmental research
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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.

20 results · 1 filter active ·
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20012023
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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.
20 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 20 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 20 of 20 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Midges: Chironomidae and Related Diptera
Ian R. Walker
2001· book-chapter· en· Developments in paleoenvironmental research· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
373
citations
affno abstractunlabeled
Tracking Environmental Change Using Lake Sediments
John P. Smol, H. John B. Birks, William M. Last, Raymond S. Bradley
2001· book· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
316
citations
affno abstractunlabeled
Clustering and Partitioning
Pierre Legendre, H. J. B. Birks
2012· book-chapter· en· Developments in paleoenvironmental research· Computer Science
distilled prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Mineralogical Analysis of Lake Sediments
William M. Last
2002· book-chapter· en· Developments in paleoenvironmental research· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affaboutno abstractunlabeled
Paleolimnology of the middle and high Canadian Arctic
Alexander P. Wolfe, I R Smith
2004· book-chapter· en· Developments in paleoenvironmental research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affno abstractunlabeled
Tracking Environmental Change Using Lake Sediments
Éric Capo, Cécilia Barouillet, John P. Smol
2023· book· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
The March Towards the Quantitative Analysis of Palaeolimnological Data
John P. Smol, H. J. B. Birks, André F. Lotter, Steve Juggins
2012· book-chapter· en· Developments in paleoenvironmental research· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
13
citations
fundno affno abstractunlabeled
Experiences with XRF-Scanning of Long Sediment Records
Christian Ohlendorf, Volker Wennrich, Dirk Enters
2015· book-chapter· en· Developments in paleoenvironmental research· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Zoological Indicators in Lake Sediments: An Introduction
John P. Smol, H. J. B. Birks
2001· book-chapter· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
affno abstractunlabeled
The Sedimentary Ancient DNA Workflow
Peter D. Heintzman, Kevin Nota, Alexandra Rouillard, Youri Lammers, Tyler J. Murchie, Linda Armbrecht +2 more
2023· book-chapter· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
7
citations
affno abstractunlabeled
Terrestrial Fauna and Hominin DNA from Sedimentary Archives
Tyler J. Murchie, Charline Giguet‐Covex, Peter D. Heintzman, Viviane Slon, Yucheng Wang
2023· book-chapter· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Aquatic Animal DNA from Lake Sediments
Irene Gregory‐Eaves, Marie‐Ève Monchamp, Zofia E. Taranu
2023· book-chapter· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Using Lake Sedimentary DNA to Reconstruct Biodiversity Changes
Éric Capo, Cécilia Barouillet, John P. Smol
2023· book-chapter· en· Developments in paleoenvironmental research· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Cyanobacterial DNA from Lake Sediments
Marie‐Ève Monchamp, Frances R. Pick
2023· book-chapter· en· Developments in paleoenvironmental research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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