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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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.

20 results · 1 filter active ·

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20042020

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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.

20 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 20 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 20 of 20 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled

Issue #6 - February 5, 2008

Ashley Jestin

2008· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Issue #1 - September 23, 2003

Chris Spraakman

2004· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #6 - February 6, 2004

Chris Spraakman

2004· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Issue #4 - November 20, 2007

Ashley Jestin

2008· article· en· Pro Tem· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #8 - March 17, 2004

Chris Spraakman

2004· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Issue #9 - February 2015

Natasha Faroogh

2014· article· en· Pro Tem· Health Professions

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #5 - December 3, 2003

Chris Spraakman

2004· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #5 - December 2015

Victoria Ramsay

2015· article· en· Pro Tem· Business, Management and Accounting

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Issue #3 - December 2012

Paola Paulino

2012· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #2 - October 2018

Sarah Ariza-Verreault

2020· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #4 - November 11, 2003

Chris Spraakman

2004· article· en· Pro Tem· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #4 - March/April 2012

Cheryl Kane

2012· article· pt· Pro Tem· Arts and Humanities

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #1 - October 2016

Camille Slaght

2016· article· en· Pro Tem· Economics, Econometrics and Finance

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #2 - October 16, 2007

Ashley Jestin

2007· article· en· Pro Tem· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Issue #2 - October 2015

Victoria Ramsay

2015· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Issue #2 - September 2014

Natasha Faroogh

2014· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #1 - October 2012

Paola Paulino

2012· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #1 - September 18, 2007

Ashley Jestin

2008· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #9 - April 7, 2004

Chris Spraakman

2004· article· en· Pro Tem· Decision Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Issue #5 - November 2014

Natasha Faroogh

2014· article· en· Pro Tem· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

How this was built: Screen · Findings · About