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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.

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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
Abstract
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Study design
Label agreement
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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 25 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
CFD Analysis of Hydrate Formation in Pipelines
Idris Sule, Akinbode A. Adedeji, C. Obeng, Augustine Okosun, Munzarin Morshed, Mohammad Azizur Rahman +1 more
2015· article· en· Petroleum Science and Technology· Environmental Science
machine prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Modeling two‐fluid response of thin elastic shells
С. С. Яковлев, M. Mitchell, G. Dooley
2010· article· en· International Journal for Numerical Methods in Fluids· Environmental Science
machine prediction:candidate · noneconsensus · none
10
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)87276-0
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affno abstractunlabeled
Detecting long-term Arctic surface water changes
Ian Olthof, Robert Fraser, Jurjen van der Sluijs, Hana Travers-Smith
2023· article· en· Nature Climate Change· Environmental Science
machine prediction:candidate · noneconsensus · none
10
citations
afffundaboutunlabeled
Ice Formation During Gas Hydrate Decomposition
Amir Hossein Shahbazi, M. Pooladi‐Darvish
2009· article· en· Canadian International Petroleum Conference· Environmental Science
machine prediction:candidate · noneconsensus · none
10
citations
affaboutunlabeled
North Cascadia Deep Sea Gas Hydrates
G. D. Spence, R. D. Hyndman, N. Ross Chapman, R. Walia, J. F. Gettrust, R. N. Edwards
2000· article· en· Annals of the New York Academy of Sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
9
citations
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