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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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Geological and Geophysical Studies
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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.

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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.

974 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.
974 works in the cohort · of 4,299,418page 1 of 20

Labels cover 1 of 974 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 974 of 974 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.

venueno affno abstractunlabeled
10.1016/s0967-0653(97)86975-x
Marc De Batist, P. Jacobs
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
132
citations
affunlabeled
Kawah Ijen volcanic activity: a review
Corentin Caudron, Devy Kamil Syahbana, Thomas Lecocq, Vincent van Hinsberg, Wendy McCausland, Antoine Triantafyllou +3 more
2015· review· en· Bulletin of Volcanology· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
64
citations
venueno affunlabeled
10.1016/s0967-0653(97)85555-x
Helge Løseth, E. Tveten
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
61
citations
affunlabeled
The Songliao Super Basin in northeastern China
Bo Liu, Lingbo Liu, Jian Fu, Tiefeng Lin, Junling He, Xingzhou Liu +2 more
2023· article· en· AAPG Bulletin· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
52
citations
aboutno affunlabeled
Tertiary stratigraphy
Christopher K. Morley, Andrew Racey
2018· book-chapter· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Breaking Internal Tides Keep the Ocean in Balance
Robert Pinkel, Matthew H. Alford, Andrew J. Lucas, T. M. Shaun Johnston, Jennifer MacKinnon, Amy F. Waterhouse +8 more
2015· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
38
citations
venueno affunlabeled
10.1016/s0967-0653(97)80235-9
John Chappell, Akiko Omura, T. M. Esat
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
33
citations
venueno affunlabeled
10.1016/0967-0653(93)95372-d
Robert S. Nicoll, John R. Laurie, J. H. Shergold, Arne Thorshøj Nielsen
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
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