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 36 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

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

Aragon 150811

2011· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Warren, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

William C. Atwater 224662

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Shale Banks Along the Huron River, Milan, Ohio

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Zanesville, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

"Telegram" - 85497

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Ottawa, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ottawa, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toronto, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Feux Follets (Canada 325746)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ada, Ohio

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Murray Bay (Canadian 101261)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cambria 74297 (Canadian)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cumberland (Canada)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Caribou - 116249

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Cincinnati, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Sandusky, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Akron, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Middletown, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Columbus, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

D. C. Everest (Canada 194457)

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Dayton, 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)· Agricultural and Biological Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Norisle (Canadian 176112)

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Dennison, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Dayton, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cleveland, 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

Cowee U.S. 217844 (Canada 177814)

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

"Maplecourt" - 141766

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Ottawa, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Lakeside - 90778

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

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 affno abstractunlabeled

Canada warbler

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ontario - 71211 (C)

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

St. Magnus (Canadian 77693)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Columbus, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Middleport, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Oak Harbor, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

St. Paul

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Youngstown, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Groveport, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Norwood Park (Canada 175390)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Edmonton (Canada 122856)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

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