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)

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Retraction

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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 32 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

Atmospheric Hole: The History of the Ozone Layer

2006· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Akron, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

A.A. Augustus

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

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

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

Ada, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Rowboat

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)· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Aberdeen (Canada 106975)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Thomas F Cole 203891

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

James H. Reed 77589

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

T. R. McLagan (Canada 195685)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Harmonic 122553

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Oak Harbor, Ohio

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

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

India - 100008

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Celtic 71151

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

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

Fostoria, 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

Obsolete Great Lakes Freighters

2010· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Economics, Econometrics and Finance

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

Dover, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Delphos, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Alberta (Canada 85765

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Piqua, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Dayton, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Toledo, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, 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

Akron, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Cleveland, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Akron, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

"Marine Star" (248329)

2012· other· en· 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)· Engineering

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

James W. Curran (Canada 176167)

2014· 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)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Montreal - 116600 (C)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

CHEMICAL AND STRUCTURAL CHARACTERIZATION OF FLUORAPATITE FROM THE POUDRETTE PEGMATITE, MONT SAINT-HILAIRE, QUEBEC, CANADA

J. Caleb Chappell

2019· article· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Risk Based Decision Making Tools for Sewer Infrastructure Management

2010· article· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

GEORGE F. WALKER’S BETTER LIVING: PLAYING WITH DIFFERENCE; A CANADIAN FAMILY ON AN AMERICAN STAGE

Alexandra Whitney Marsh

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

La Decadencia Politica en el Siglo de Oro

2004· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Espana en Libertad

2004· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Liberty in the Air

2005· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

The Invention of Banking

2004· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Economics, Econometrics and Finance

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Remote Sensing for Detecting and Mapping Flowering Rush: A Case Study in the Ottawa National Wildlife Refuge (ONWR), Ohio

Arisca Droog

2012· article· en· OhioLink ETD Center (Ohio Library and Information Network)· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

The Weinzweig School: The flute works of Harry Freedman, Harry Somers, R. Murray Schafer, Srul Irving Glick and Robert Aitken

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

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Salineville, Ohio

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

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Toledo, 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

Manchester U. S. 92087 (Canada 170256)

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

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