Cohort builder

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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Encyclopedia of earth sciences series/Encyclopedia of earth sciences

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Retraction

Abstract

Evidence source

Study design

Label agreement

Label status

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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Machine labels · sparse coverage

Evidence

Language

Type

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 5 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

Abiotic

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Slope classes

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Agricultural and Biological Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Avalanche

Peter T. Bobrowsky

2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Groundwater

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Seismograph/Seismometer

A L Bent

2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Soil Water and Its Management

Raj Kumar Gupta, I. P. Abrol, Charles W. Finkl, M. B. Kirkham, Marta Camps Arbestain, Felipe Macı́as +20 more

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Quality Assurance

N. Caciagli

2022· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Decision Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Palaeo Glaciofluvial Sediment Systems

Norm Catto

2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Meteorites (Lu–Hf)

Audrey Bouvier

2015· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Chaos in Geosciences

Frits Agterberg, Qiuming Cheng

2022· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Computer Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Water fluxes

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Landslides

Vernon Singhroy

2014· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Cryosols

Ward Chesworth, Marta Camps Arbestain, Felipe Macı́as, Otto Spaargaren, Y. Mualem, H. J. Morel‐Seytoux +19 more

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Glaciation

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Complex Soil

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Quicksand

Gwyn Lintern

2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Truncated Soil

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Rotation

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Silicates

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Materials Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Strength

Renato Macciotta

2016· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Torino Scale

Norm Catto

2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Earthquake Magnitude

J. F. Cassidy

2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Topography

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Anthropogenic

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Permacrete

Ashok Kumar Verma

2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Edaphology

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

affaboutno abstractunlabeled

Banks Island: Frasnian (Late Devonian) Reefs In Northwestern Arctic Canada

Paul Copper

2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Exchange Complex

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Runoff

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Concretion

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Boulders

Peter Bobrowsky

2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Solum

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Kame

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Health Professions

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Mount Kenya

William C. Mahaney

2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Petrogypsic

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Scandium

Iain M. Samson, Mathieu Chassé

2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Snow Skiing

Ashok Kumar Verma

2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Medicine

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Outwash

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Zone

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Abrasion

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Thermosequence

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Estuary Conservation

Colin D. Levings

2015· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Beaver Dams and Ponds

Laurent Touchart, János Józsa, László Rákóczi, Tamás Krámer, Thomas Andrén, Damien Bouffard +9 more

2012· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Horizon

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Sludge

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Simulation of soil systems

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Engineering

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Meadow

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Climosequence

Ward Chesworth

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Quick Clay

Marten Geertsema

2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Materials Science

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Paludification

2007· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences

machine prediction:candidate · noneconsensus · none

citations

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