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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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Climate change and permafrost
Retraction
Abstract
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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.

5,389 results · 1 filter active ·
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20002025
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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.
5,389 works in the cohort · of 4,299,418page 55 of 108

Labels cover 8 of 5,389 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 5,389 of 5,389 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
Mitigation of Frost Heave of Chilled Gas Pipelines Using Temperature Cycling
V.T. Morgan, Bipul Hawlader, Joe Zhou
2006· article· en· Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
The ABoVE L-band and P-band Airborne SAR Surveys
Charles E. Miller, P. C. Griffith, Elizabeth Hoy, N. Pinto, Yunling Lou, S. Hensley +37 more
2023· preprint· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
Llangorse volcanic field, British Columbia
M Harder, James K. Russell, R G Anderson, Benjamin R. Edwards
2003· report· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Soilsurface temperatures in 2 cm depth between summer 2018 and 2019 with iButton-sensors in the North Slope of Alaska (USA), around Churchill (Canada) and the region of Illirney and Lena-Viluy (Russia)
Moritz Langer, Soraya Kaiser, Simone Maria Stuenzi, Thomas Schneider von Deimling, Alexander Oehme, Stephan Jacobi
2020· dataset· en· Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Fluvial erosion linked to warming in the Canadian Arctic
Jordan Fields, Jack Kreisler, Evan N. Dethier, John Perrotti, Carl E. Renshaw
2025· article· en· Communications Earth & Environment· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About