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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
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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
aboutaboutness

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 1 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.

affunlabeled
Major impacts of climate change on deep-sea benthic ecosystems
Andrew K. Sweetman, Andrew R. Thurber, Craig R. Smith, Lisa A. Levin, Camilo Mora, Chih‐Lin Wei +16 more
2017· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
429
citations
affunlabeled
Overview of the MOSAiC expedition: Snow and sea ice
Marcel Nicolaus, Donald K. Perovich, Gunnar Spreen, Mats A. Granskog, Luisa von Albedyll, Michael Angelopoulos +97 more
2022· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
323
citations
affunlabeled
Tropospheric Ozone Assessment Report
Alexander T. Archibald, Jessica L. Neu, Yasin Elshorbany, Owen R. Cooper, Paul J. Young, Hideharu Akiyoshi +33 more
2020· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
248
citations
affaboutunlabeled
Overview of the MOSAiC expedition: Physical oceanography
Benjamin Rabe, Céline Heuzé, Julia Regnery, Yevgeny Aksenov, Jacob Allerholt, Marylou Athanase +84 more
2022· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
219
citations
affaboutunlabeled
Dimethyl sulfide control of the clean summertime Arctic aerosol and cloud
W. R. Leaitch, Sangeeta Sharma, Lin Huang, D. Toom‐Sauntry, Alina Chivulescu, A. M. Macdonald +7 more
2013· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
197
citations
affunlabeled
Multi-decadal surface ozone trends at globally distributed remote locations
Owen R. Cooper, Martin G. Schultz, Sabine Schröder, Kai‐Lan Chang, Audrey Gaudel, Gerardo Carbajal Benítez +21 more
2020· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
196
citations
affunlabeled
Climate impacts on the Gulf of Maine ecosystem
Andrew J. Pershing, Michael A. Alexander, Damian C. Brady, David Brickman, Enrique Curchitser, Antony W. Diamond +8 more
2021· article· en· Elementa Science of the Anthropocene· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
130
citations
aboutno affunlabeled
Methane emissions from oil and gas production sites in Alberta, Canada
Daniel Zavala‐Araiza, Scott C. Herndon, Joseph Roscioli, Tara I. Yacovitch, Matthew R. Johnson, David R. Tyner +2 more
2018· article· en· Elementa Science of the Anthropocene· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
94
citations
affunlabeled
Human and social values in agroecology
Rachel Bezner Kerr, Jeffrey Liebert, Moses Mosonsieyiri Kansanga, Daniel Kpienbaareh
2022· article· en· Elementa Science of the Anthropocene· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
85
citations
afffundunlabeled
Late spring bloom development of pelagic diatoms in Baffin Bay
Augustin Lafond, Karine Leblanc, Bernard Quéguiner, Brivaëla Moriceau, Aude Leynaert, Véronique Cornet +6 more
2019· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
afffundunlabeled
DMS emissions from the Arctic marginal ice zone
Martí Galí, Martine Lizotte, David J. Kieber, Achim Randelhoff, Rachel Hussherr, Lei Xue +4 more
2021· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
affunlabeled
Recovery of a mining-damaged stream ecosystem
Christopher A. Mebane, Robert J. Eakins, Brian G. Fraser, William J. Adams
2015· article· en· Elementa Science of the Anthropocene· Environmental Science
distilled prediction:candidate · noneconsensus · none
52
citations
afffundaboutunlabeled
Changing freshwater contributions to the Arctic
Tricia Stadnyk, Andrew Tefs, M. Broesky, Stephen J. Déry, Paul G. Myers, Natasha A. Ridenour +3 more
2021· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
afffundunlabeled
What sea-ice biogeochemical modellers need from observers
Nadja Steiner, Clara Deal, Delphine Lannuzel, Diane Lavoie, François Massonnet, Lisa A. Miller +4 more
2016· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
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
Polar oceans and sea ice in a changing climate
Megan D. Willis, Delphine Lannuzel, Brent Else, Hélène Angot, Karley Campbell, Odile Crabeck +13 more
2023· article· en· Elementa Science of the Anthropocene· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
36
citations

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