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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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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.

214 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.
214 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 214 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 214 of 214 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.

afffundunlabeled
EMIC Waves in the Inner Magnetosphere
Maria Usanova, I. R. Mann, F. Darrouzet
2016· other· en· Geophysical monograph· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
The oceanic crust as a bioreactor
Hubert Staudigel, Bradley M. Tebo, Art Yayanos, Harald Furnes, Katie Kelley, Terry Plank +1 more
2004· book-chapter· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Magnetospheric Dynamics and the Proton Aurora
E. Donovan, E. Spanswick, Jun Liang, J. Grant, B. J. Jackel, M. Greffen
2012· book-chapter· en· Geophysical monograph· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Water Relations in Cutover Peatlands
Jonathan S. Price, Scott J. Ketcheson
2011· book-chapter· en· Geophysical monograph· Environmental Science
machine prediction:candidate · noneconsensus · none
24
citations
aboutno affunlabeled
Aeromagnetic Studies of Eastern Lake Superior
William J. Hinze, Norbert W. O’Hara, James W. Trow, George B. Secor
2011· book-chapter· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Interpolating Geomagnetic Observations
E. J. Rigler, Robyn Fiori, A. Pulkkinen, M. Wiltberger, C. C. Balch
2019· other· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Breaking the Boring Billion
Charles Diamond, Richard E. Ernst, Shuan‐Hong Zhang, Timothy W. Lyons
2021· other· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Complexity and Extreme Events in Geosciences: An Overview
A. S. Sharma, D. N. Baker, A. Bhattacharyya, Armin Bunde, V. P. Dimri, Harsh K. Gupta +6 more
2012· book-chapter· en· Geophysical monograph· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Birkeland Currents at Mercury
B. J. Anderson, C. L. Johnson, H. Korth, L. Philpott
2018· other· en· Geophysical monograph· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
The Excitation of Core Modes by Earthquakes
David Crossley
2011· book-chapter· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
The Redox Behavior of Rare Earth Elements
Maria Rita Cicconi, Charles Le Losq, Grant S. Henderson, Daniel R. Neuville
2021· other· en· Geophysical monograph· Chemistry
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Introduction: Archean Geodynamics and Environments
K. Benn, Jean‐Claude Mareschal, Kent C. Condie
2006· book-chapter· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
12
citations
aboutno affunlabeled
The Ediacaran‐Cambrian Transition
Alan J. Kaufman
2018· other· en· Geophysical monograph· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
12
citations
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