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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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Methane Hydrates and Related Phenomena
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
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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.

3,528 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
3,528 works in the cohort · of 4,299,418page 1 of 71

Labels cover 3 of 3,528 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 3,528 of 3,528 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Tuning clathrate hydrates for hydrogen storage
Huen Lee, Jong-Won Lee, Do Youn Kim, Jeasung Park, Yutaek Seo, Huang Zeng +3 more
2005· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
850
citations
affno abstractunlabeled
History of sea ice in the Arctic
Leonid Polyak, Richard B. Alley, John T. Andrews, Julie Brigham‐Grette, Thomas M. Cronin, Dennis A. Darby +12 more
2010· article· en· Quaternary Science Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
429
citations
afffundunlabeled
The GEOTRACES Intermediate Data Product 2017
Reiner Schlitzer, Robert F. Anderson, Elena Masferrer Dodas, Maeve C. Lohan, Walter Geibert, Alessandro Tagliabue +277 more
2018· article· en· Chemical Geology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
406
citations
affno abstractunlabeled
Complex gas hydrate from the Cascadia margin
Hailong Lu, Yutaek Seo, Jong-Won Lee, Igor Moudrakovski, John A. Ripmeester, N. Ross Chapman +3 more
2007· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
344
citations
affno abstractunlabeled
Bioremediation of hydrocarbon-contaminated polar soils
Jackie Aislabie, David J. Saul, Julia M. Foght
2006· review· en· Extremophiles· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
341
citations
affunlabeled
Clathrate Hydrates
B. A. Buffett
2000· article· en· Annual Review of Earth and Planetary Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
272
citations
afffundunlabeled
Photoferrotrophs thrive in an Archean Ocean analogue
Sean A. Crowe, CarriAyne Jones, Sergei Katsev, Cédric Magen, Andrew O’Neill, Arne Sturm +5 more
2008· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
265
citations
affunlabeled
Nonequilibrium clumped isotope signals in microbial methane
David T. Wang, Danielle S. Gruen, Barbara Sherwood Lollar, Kai‐Uwe Hinrichs, Lucy C. Stewart, James F. Holden +15 more
2015· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
254
citations
aboutno affunlabeled
Extending the Sub-Sea-Floor Biosphere
Erwan G. Roussel, Marie‐Anne Cambon‐Bonavita, Joël Quérellou, Barry A. Cragg, Gordon Webster, Daniel Prieur +1 more
2008· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
241
citations

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