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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.

461 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.
461 works in the cohort · of 4,299,418page 1 of 10

Labels cover 0 of 461 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 461 of 461 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
Developing standards for dissolved iron in seawater
Kenneth S. Johnson, Virginia A. Elrod, Steve E. Fitzwater, Joshua N. Plant, Edward A. Boyle, Bridget A. Bergquist +29 more
2007· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
261
citations
affunlabeled
Peatlands and Their Role in the Global Carbon Cycle
Zicheng Yu, David W. Beilman, S. Frolking, Glen M. MacDonald, Nigel T. Roulet, Philip Camill +1 more
2011· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
245
citations
affunlabeled
Global water data: A newly endangered species
Charles Vörösmarty, Arthur J. Askew, Wolfgang Grabs, Roger G. Barry, C. M. Birkett, Petra Döll +12 more
2001· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
233
citations
affaboutunlabeled
Forest Disturbance and North American Carbon Flux
Samuel N. Goward, Jeffrey G. Masek, Warren B. Cohen, Gretchen G. Moisen, G. J. Collatz, Sean P. Healey +7 more
2008· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
137
citations
affunlabeled
Ocean deoxygenation: Past, present, and future
Paul G. Falkowski, Thomas J. Algeo, Lou Codispoti, Curtis Deutsch, Steven Emerson, B. R. Hales +12 more
2011· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
96
citations
affaboutunlabeled
Lake Erie hypoxia prompts Canada‐U.S. study
Nathan Hawley, Thomas H. Johengen, Yerubandi R. Rao, Steven A. Ruberg, Dmitry Beletsky, Stuart A. Ludsin +4 more
2006· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Development of a Pan‐Arctic Database for River Chemistry
J. W. McClelland, R. M. Holmes, Bruce J. Peterson, Rainer M. W. Amon, Tim Brabets, Lee W. Cooper +10 more
2008· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
87
citations
affunlabeled
The Need for Improved Maps of Global Cropland
Steffen Fritz, Linda See, Liangzhi You, Chris Justice, Inbal Becker‐Reshef, Lieven Bydekerke +23 more
2013· article· en· Eos· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
83
citations
afffundunlabeled
Is there a mantle plume below Italy?
Keith Bell, Francesca Castorina, Giusy Lavecchia, Gianluigi Rosatelli, Francesco Stoppa
2004· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
77
citations
fundno affunlabeled
New Gravity Field for the Arctic
S. Kenyon, R. Forsberg, Bernard Coakley
2008· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
67
citations
affunlabeled
What Is Climate?
S. Lovejoy
2013· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
66
citations
affunlabeled
Isoscapes to Address Large‐Scale Earth Science Challenges
Gabriel J. Bowen, Jason B. West, Bruce H. Vaughn, Todd E. Dawson, James R. Ehleringer, Marilyn L. Fogel +8 more
2009· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
65
citations
affunlabeled
Cosmic rays, carbon dioxide, and climate
Stefan Rahmstorf, David Archer, D. S. Ebel, O. Eugster, Jean Jouzel, Douglas Maraun +5 more
2004· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
63
citations
affunlabeled
Volatile Organic Compounds in the Global Atmosphere
Detlev Helmig, J. W. Bottenheim, I. E. Galbally, Alastair C. Lewis, M J T Milton, S. A. Penkett +4 more
2009· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
61
citations
afffundunlabeled
Shallow seabed methane gas could pose coastal hazard
Angus I. Best, Michael D. Richardson, Bernard P. Boudreau, Alan Judd, Ira Leifer, Anthony P. Lyons +3 more
2006· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
57
citations
affunlabeled
Is Mars alive?
M. Allen, Barbara Sherwood Lollar, Bruce Runnegar, Dorothy Z. Oehler, J. R. Lyons, C. E. Manning +1 more
2006· article· en· Eos· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
55
citations
affunlabeled
Seismic Network in Greenland Monitors Earth and Ice System
John Clinton, M. Nettles, Fabian Walter, Kent Anderson, Trine Dahl‐Jensen, Domenico Giardini +8 more
2014· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
55
citations
aboutno affunlabeled
Rain on Snow: Little Understood Killer in the North
Jaakko Putkonen, Thomas C. Grenfell, Kevin Rennert, Cecilia M. Bitz, Paul T. Jacobson, Don Russell
2009· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
55
citations
aboutno affunlabeled
Mountain Geomorphology
Grant A. Meyer, Jane Selverstone
2005· article· en· Eos· Environmental Science
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Natural variability of Arctic sea ice over the Holocene
David Fisher, A S Dyke, Roy M. Koerner, Jocelyne Bourgeois, Christophe Kinnard, Christian Zdanowicz +4 more
2006· article· en· Eos· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
50
citations
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