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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
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.

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 3 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.

fundno affunlabeled
The GEOTRACES Intermediate Data Product 2014
Edward Mawji, Reiner Schlitzer, Elena Masferrer Dodas, Cyril Abadie, Wafa Abouchami, Robert F. Anderson +130 more
2015· article· en· Marine Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
153
citations
affno abstractunlabeled
Methane solubility in marine hydrate environments
Matthew Davie, Olga Ye. Zatsepina, B. A. Buffett
2003· article· en· Marine Geology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
140
citations
aboutno affunlabeled
Unconventional Shallow Biogenic Gas Systems
George W. Shurr, Jennie L. Ridgley
2002· article· en· AAPG Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
128
citations
fundaboutno affunlabeled
Methanogenesis in subglacial sediments
Eric S. Boyd, Mark Skidmore, Andrew C. Mitchell, Corien Bakermans, John W. Peters
2010· article· en· Environmental Microbiology Reports· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
128
citations
affaboutunlabeled
Coastal changes in the Arctic
Pier Paul Overduin, Mateusz C. Strzelecki, Mikhail N. Grigoriev, N. Couture, Hugues Lantuit, Dominique St-Hilaire-Gravel +2 more
2014· article· en· Geological Society London Special Publications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
124
citations
affunlabeled
Hydrogen‐Gas Migration through Clathrate Hydrate Cages
Saman Alavi, John A. Ripmeester
2007· article· en· Angewandte Chemie International Edition· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
121
citations

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