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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OhioLink ETD Center (Ohio Library and Information Network)

Topic

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.

2,362 results · 1 filter active ·

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20002021

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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.

2,362 works in the cohort · of 4,299,418page 20 of 48

Labels cover 1 of 2,362 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 2,362 of 2,362 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.

aboutno affno abstractunlabeled

Canada warbler

2008· other· en· OhioLink ETD Center (Ohio Library and Information Network)

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Peter G. Campbell (Canada 161572)

2014· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ripley, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

J. H. Devereux 76573

2015· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dayton, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Business, Management and Accounting

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Springfield, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Zanesville, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Youngstown, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Computer Science

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Pharmacology, Toxicology and Pharmaceutics

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Lake Erie (Canada)

2012· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Versailles, Ohio

2012· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· no· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

G. A. Tomlinson 206623

2021· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Steubenville, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Economics, Econometrics and Finance

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Lima, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Dayton, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Quebec (Canadian 122405)

2011· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Canadian Century (Canada 326395)

2014· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

James Battle 77444

2013· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Earth and Planetary Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cincinnati, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Toronto, Ohio

2012· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Materials Science

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Canadiana

2013· other· en· OhioLink ETD Center (Ohio Library and Information Network)

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

2012· other· it· OhioLink ETD Center (Ohio Library and Information Network)· Economics, Econometrics and Finance

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Marietta, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ashtabula, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cincinnati, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Medicine

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Toronto, Ohio

2012· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cincinnati, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Elmore, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ottawa, Ohio

2009· other· hr· OhioLink ETD Center (Ohio Library and Information Network)· Health Professions

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· it· OhioLink ETD Center (Ohio Library and Information Network)· Decision Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Urbana, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Masaba - 92298

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Edgerton, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

"Germanic" - 107164

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Elmore, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cayuga 122219

2014· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

Canada warbler

2008· other· en· OhioLink ETD Center (Ohio Library and Information Network)

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Chillicothe, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dayton, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Hamilton, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Business, Management and Accounting

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cincinnati, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Medicine

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

"City of Sarnia" - 85619

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Waverly, Ohio

2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

James W. Bennett 75895

2013· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Marquette and Bessemer No. 1 200537

2010· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

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