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 37 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

Sandusky, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Pierrepont

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

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

C. W. Cadwell 208789

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toronto, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Conneaut, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Lady of the Lake (Canada)

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

"India" - 100008

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Ada, Ohio

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

machine prediction:candidate · noneconsensus · 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 affunlabeled

"Alaska" - 105135

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Charles F. Dunbar 127241 (Canada 131010)

2017· 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)· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Grand Island 207917

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Oak Harbor, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

William B. Morley 81191 (Canada 134518)

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

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

A. E. McKinstry (Canada 129491)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Argyle - 94926 (C)

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Empress - 73086 - at Lachine Rapids, Montreal, Quebec

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)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dayton, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Findlay, 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

Genoa, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Dayton, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Ottawa, Ohio

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

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 · none

citations

aboutno affunlabeled

Toronto, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toronto, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Canton, Ohio

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

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

Northumberland Canadian 96937

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Vulcan 161610

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

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 · insufficient_payload

citations

aboutno affunlabeled

Amherst Islander (Canada 154774)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Warren, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Maple Leaf Canada 92436

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Napoleon, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Wasaga 80598 (United States) - 117084 (Canada)

2010· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Materials Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Algerian - 71609

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)· Physics and Astronomy

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Chardon, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Lorain, 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

Sir Hugh Allan (Canada 130534)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Sandusky, 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

Troy, Ohio

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Cibola - 103673 (C)

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

City of Owen Sound - 71181 (C)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Steubenville, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

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