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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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Geology Today
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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
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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.

26 results · 1 filter active ·
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20042025
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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.
26 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 26 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 26 of 26 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
How to date natural archives of the Anthropocene
Colin N. Waters, Ian J. Fairchild, Francine M.G. McCarthy, Chris Turney, Jan Zalasiewicz, Mark Williams
2018· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Feature
Duncan McIlroy, Michael Garton
2004· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
17
citations
aboutno affunlabeled
Wilfred Thesiger and the Umm as Samim, Oman
P. G. Fookes, David Waring, Mark A. Lee
2019· article· en· Geology Today· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affaboutunlabeled
Joggins, Nova Scotia
Howard J. Falcon‐Lang, Martin R. Gibling, Melissa Grey
2010· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Cryospheric hazards
John J. Clague
2013· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Pillow lavas as a habitat for microbial life
Harald Furnes, Neil R. Banerjee, Hubert Staudigel, Karlis Muehlenbachs
2007· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Klondike Gold
Tony Waltham
2007· article· en· Geology Today· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Geology and resources of diamonds
Tony Waltham
2025· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Stonehammer Geopark, New Brunswick, Canada
Randall F. Miller, Howard J. Falcon‐Lang
2012· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Minerals explained 59: Ettringite
Vincent Thiéry, Brunilda Rica
2021· article· en· Geology Today· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Classic localities explained 25
Michael J. Simms
2022· article· en· Geology Today· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations

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