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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Citations

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 12 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 affunlabeled

Troy, Ohio

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Cincinnati, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Saguenay - 130526

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

N. Mills 18755

2017· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dayton, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Elyria, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Albert M. Marshall 200091 (Canada 150359)

2017· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Medicine

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

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

Chicora - 53588 (C) (after remodel)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

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

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

Waverly, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Youngstown, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Tiffin, 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)· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ottawa, 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

Lorancia (Canada 126485)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

Toronto, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Marion, 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

Princess

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Monarch - 96843 (C)

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, 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

Kirkwood II (Canada 178908)

2016· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Bayfair (Canada 160508)

2015· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Bayton (Canada 141675)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Xenia, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Canadian Goose in Magee Marsh, Ottawa County

Fremont News-Messenger

2010· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · noneconsensus · 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

Arcanum, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Huron, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

Ottawa, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toronto, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ottawa, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Bridgeport, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Sebring, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Findlay, Ohio

2009· other· hr· OhioLink ETD Center (Ohio Library and Information Network)· Earth and Planetary Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dalhousie City 130312 (Canadian)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dunelm (Great Britain 123950)

2015· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Economics, Econometrics and Finance

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cincinnati, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

Ontario Street Market

Clarence Edward Zuelch

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

John A. Kling 222512 (Canada 800249)

2017· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, Ohio

2009· other· pl· OhioLink ETD Center (Ohio Library and Information Network)· Nursing

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

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