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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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Encyclopedia of earth sciences series/Encyclopedia of earth sciences
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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.

290 results · 1 filter active ·
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20072023
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Categories
Machine labels · sparse coverage
Evidence
Language
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
290 works in the cohort · of 4,299,418page 2 of 6

Labels cover 0 of 290 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 290 of 290 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.

affno abstractunlabeled
Soil
Raj Kumar Gupta, I. P. Abrol, Charles W. Finkl, M. B. Kirkham, Marta Camps Arbestain, Felipe Macı́as +1 more
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Quantitative Target Selection
Brandon Wilson, Emmanuel John M. Carranza, Jeff Boisvert
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Multiphase Flow
Juliana Y. Leung
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Quality Assurance
N. Caciagli
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Decision Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Induction, Deduction, and Abduction
Frits Agterberg
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Geologic Time Scale Estimation
Felix M. Gradstein, Frits Agterberg
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Mine Planning
N. Caciagli
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Dust Storm
N. O. Rennó
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Water Budget In Soil
Gary W. Parkin
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Predictive Geologic Mapping and Mineral Exploration
Frits Agterberg
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Computerized Tomography
Ward Chesworth, Marta Camps Arbestain, Felipe Macı́as, Otto Spaargaren, Y. Mualem, H. J. Morel‐Seytoux +14 more
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Turbulence
Frits Agterberg
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Landslide Types
D. M. Crudën
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Soil Mapping and Survey
Raj Kumar Gupta, I. P. Abrol, Charles W. Finkl, M. B. Kirkham, Marta Camps Arbestain, Felipe Macı́as +10 more
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Landslide
John J. Clague
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Vaiont Landslide, Italy
Monica Ghirotti, Doug Stead
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Microbial-Metal Binding
Kurt O. Konhauser, David A. Fowle
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Consolidation
Renato Macciotta
2016· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Sulfur Transformations and Fluxes
Raj K. Gupta, I. P. Abrol, Charles W. Finkl, M. B. Kirkham, Marta Camps Arbestain, Felipe Macı́as +27 more
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Wildfire
Brigitte Leblon, Laura Bourgeau‐Chavez
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Estuary Ice Cover
Brian Morse
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Geology and Soils
Garrison Sposito, Ward Chesworth, L. J. Evans
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Acidity
Randy A. Dahlgren, Felipe Macı́as, Marta Camps Arbestain, Ward Chesworth, Wayne P. Robarge
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Microbial Silicification – Bacteria (or Passive)
Kurt O. Konhauser, Brian Jones
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Materials Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Estimation of Quartz Content in Mineral Soils
V. R. Tarnawski, T. Momose, Wey H. Leong, David J. W. Piper
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Lithosphere, Oceanic: Thermal Structure
Earl E. Davis, David S. Chapman
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Microbial Surface Reactivity
David A. Fowle, Kurt O. Konhauser
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Chemosynthetic Life
Verena Tunnicliffe
2016· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Tsunami Loads on Infrastructure
Dan Palermo, Ioan Nistor, Murat Saatçioğlu
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Circular Error Probability
Frits Agterberg
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Decision Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Multiple Point Statistics
Jef Caers, Grégoire Mariethoz, Julián M. Ortíz
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Lake Shore Nomenclature
L Provencher, Jean‐Marie Dubois
2012· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Remote Sensing
Janusz Wąsowski, Daniele Giordan, V. Singhroy
2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Lead Isotopes
Dominique Weis
2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Rock Paintings
Ruth Ann Armitage, Adelphine Bonneau
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Euler Poles of Tectonic Plates
Helmut Schaeben, Uwe Kroner, Tobias Stephan
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Seismic Gap
J. F. Cassidy
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Seismic Properties of Rocks
Nikolas I. Christensen
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Mountain Environments
Alexandre Bevington, Marc-André Brideau, Marten Geertsema
2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Phaeozems
George R. Blake, Gary C. Steinhardt, Xabier Pontevedra‐Pombal, Antonio Martı́nez Cortizas, R. W. Arnold, Randall J. Schaetzl +7 more
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
High-Order Spatial Stochastic Models
Roussos Dimitrakopoulos, Lingqing Yao
2023· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Clay Authigenesis, Bacterial
Kurt O. Konhauser
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Labile pool
S. A. Ebelhar
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Soil mineralogy
Raj Kumar Gupta, I. P. Abrol, Charles W. Finkl, M.B. Kirkham, Marta Camps Arbestain, Felipe Macı́as +14 more
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Acids, alkalis, bases and pH
Ward Chesworth
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Palladium
James M. Brenan
2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Rock Coast Processes
Alan S. Trenhaile
2019· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Marl
Ward Chesworth
2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Remote Sensing and Geologic Structure
Vernon Singhroy, Paul D. Lowman
2014· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Altimeter Surveys, Coastal Tides, and Shelf Circulation
Guoqi Han
2019· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations

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