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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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Elementa Science of the Anthropocene
Topic
Retraction
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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
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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.

218 results · 1 filter active ·
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20132025
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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.
218 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 218 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 218 of 218 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Hydrological modeling of freshwater discharge into Hudson Bay using HYPE
Tricia Stadnyk, Matthew K. MacDonald, Andrew Tefs, Stephen J. Déry, Kristina Koenig, David Gustafsson +2 more
2020· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
afffundunlabeled
Climate change and ice hazards in the Beaufort Sea
David G. Barber, G. McCullough, David G. Babb, Alexander S. Komarov, L. M. Candlish, Jennifer V. Lukovich +4 more
2014· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Sea-ice associated carbon flux in Arctic spring
Julia Ehrlich, Bodil A. Bluhm, Ilka Peeken, Philippe Massicotte, Fokje L. Schaafsma, Giulia Castellani +2 more
2021· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affaboutunlabeled
Landfast sea ice in Hudson Bay and James Bay
Kaushik Gupta, Anirban Mukhopadhyay, David G. Babb, David G. Barber, Jens K. Ehn
2022· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affaboutunlabeled
Land governance for agroecology
Hannah Wittman, Dana James
2022· article· en· Elementa Science of the Anthropocene· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Pan-Arctic plankton community structure and its global connectivity
Federico M. Ibarbalz, Nicolas Henry, Frédéric Mahé, Mathieu Ardyna, Adriana Zingone, Eleonora Scalco +15 more
2023· article· en· Elementa Science of the Anthropocene· Environmental Science
distilled prediction:candidate · stsconsensus · sts
22
citations
afffundunlabeled
Environmental drivers of spring primary production in Hudson Bay
Lisa Matthes, Jens K. Ehn, Laura A. Dalman, David G. Babb, Ilka Peeken, Madison L. Harasyn +6 more
2021· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
22
citations

How this was built: Screen · Findings · About