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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Educational Leadership and Practices

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Study design

Label agreement

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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.

affaffiliation

fundfunder

venuejournal

aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

890 results · 1 filter active ·

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20002025

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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.

890 works in the cohort · of 4,299,418page 8 of 18

Labels cover 1 of 890 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 890 of 890 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled

2015· article· en· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Welcome from the chairs

Arie van Deursen, Tao Xie, Thomas Zimmermann, Adrian Schröter

2011· article· en· International Conference on Software Engineering· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

Foggy Morning in the Quarter

Jennifer Karpowicz

2014· article· en· Ellipsis A Journal of Art Ideas and Literature· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affvenueno abstractunlabeled

Message from the Vice-Dean

Christine Suurtamm

2018· article· fr· Actes du Symposium JEAN-PAUL DIONNE Symposium Proceedings· Social Sciences

distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts+insufficient_payload

citations

affno abstractunlabeled

If My Eyes Could Speak

Melanie King

2013· article· en· Divergent/Convergent· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Last Summer of Childhood

Renee Norman

2013· article· en· Canadian women's studies· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

Feathering the Caw

Crystal Hurdle

2015· article· en· Canadian literature· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

How Different are They?

2008· book-chapter· en· Teaching and Learning· Social Sciences

distilled prediction:candidate · sts+research_integrityconsensus · none

citations

venueno affno abstractunlabeled

A Fabulous Speck

Tim Simpson, Adam Lampton

2025· article· en· Critical Gambling Studies· Social Sciences

distilled prediction:candidate · metaresearchconsensus · none

citations

venueno affno abstractunlabeled

Here Is Where Now

Richard Cavell

2000· article· en· Essays on Canadian writing· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

A New Day Has Dawned

Carol Greyeyes

2025· article· en· Canadian Theatre Review· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

A Gentle Impression

Joanna M. Weston

2011· article· en· Canadian women's studies· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

In the Realm of Sense

Gary Ostertag

2001· article· en· Russell the Journal of Bertrand Russell Studies· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

A word from the President

Tamsin Adams-Webber

2006· article· fr· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Social Sciences

distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · none

citations

fundno affunlabeled

Front Matter

2021· paratext· en· McGill-Queen's University Press eBooks· Social Sciences

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Head in the Clouds

M Reiss

2015· article· en· Dalhousie review· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

A Message from the Guest Editor

John French

2024· editorial· en· Healthcare Management Forum· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

"Just Wait a Year or Two"

Glenn Parsons

2018· article· en· IEEE Communications Standards Magazine· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Fifty Years Ago

Harold E. Jones

2012· article· en· GEOMATICA· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

We don't know yet how we got our eyes

2022· article· en· Open Collections· Social Sciences

distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none

citations

affvenueunlabeled

The yellow folder

Zahra Bardai

2015· article· en· Canadian Medical Association Journal· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

United We Stand

Myrella Roy

2012· article· en· The Canadian Journal of Hospital Pharmacy· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Keeping Our Eyes on the Four Key Challenges

Judith Shamian

2002· article· en· Healthcare Quarterly· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

[recensione a] Elena Lombardi, The Wings of the Doves. Love and Desire in Dante and Medieval Culture, Montreal, McGill Queens University Press, 2012, pp. 365.

2013· article· it· IRIS Research product catalog (Sapienza University of Rome)· Social Sciences

distilled prediction:candidate · stsconsensus · none

citations

affno abstractunlabeled

A Time for Renewal

Robin G. McFadden

2012· article· en· Canadian Respiratory Journal· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Breaking the Symmetry

2018· book-chapter· en· Cambridge University Press eBooks· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

The Future is Now

Haim Tal

2009· article· en· Alpha Omegan· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Change is in the Air

Lindsay Glynn

2007· article· en· Evidence Based Library and Information Practice· Social Sciences

distilled prediction:candidate · scholarly_communicationconsensus · none

citations

venueno affno abstractunlabeled

I Give You Half the Road

Konstanze N’Guessan

2022· article· fr· Canadian Journal of African Studies / Revue canadienne des études africaines· Social Sciences

distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts

citations

affno abstractunlabeled

Basics of Action

N. J. Enfield, Jack Sidnell

2017· book-chapter· en· Cambridge University Press eBooks· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Magic Can Happen

Enid Elliot, Sukhvir Sidhu, Toni Tata

2007· article· en· Journal of Childhood Studies· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affvenueno abstractunlabeled

Anything is Possible

Phyllis Marsch

2016· article· en· Canadian Journal of Dietetic Practice and Research· Social Sciences

distilled prediction:candidate · metaresearchconsensus · none

citations

affno abstractunlabeled

Five Senses I Dislike

Grace Lemieux

2013· article· sh· Divergent/Convergent· Social Sciences

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

venueno affunlabeled

The will

R. Ruskin

2005· article· en· Canadian Medical Association Journal· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affno abstractunlabeled

The Miracle of Waiting

Markus Poetzsch

2003· article· en· Scholars Commons (Wilfrid Laurier University)· Social Sciences

distilled prediction:candidate · stsconsensus · none

citations

affno abstractunlabeled

Leading-Following

F. Beryl Pilkington

2011· letter· en· Nursing Science Quarterly· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · sts

citations

venueno affunlabeled

Notes and letters

Saskatchewan Natural History Society

2007· article· en· Blue Jay· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

New battlefields

Myriam Denov

2010· book-chapter· en· Cambridge University Press eBooks· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Nos affirmations

2001· article· fr· Nouvelles pratiques sociales· Social Sciences

distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Passing the Secret

A. Howard

2007· article· en· Canadian women's studies· Social Sciences

distilled prediction:candidate · stsconsensus · none

citations

aboutno affno abstractunlabeled

MEETING THE DEMAND: REBUILDING TORONTO PEARSON.

L A McCoomb

2004· article· en· International airport review· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affvenueno abstractunlabeled

A Time of Reflection and Renewal

Susan VanDeVelde‐Coke, Joy Richards

2010· article· en· Nursing leadership· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Out of the Storm

Dora Dueck

2006· article· en· Journal of Mennonite studies· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affaboutunlabeled

This land is our land

William W. Arkinstall

2000· article· en· Europe PMC (PubMed Central)· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Don't Hurry to Hootalinqua

Bren Simmers

2017· article· en· The Northern Review· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affvenueunlabeled

Another near miss

2018· article· en· NPARC· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affvenueunlabeled

It's about time!

2014· article· en· NPARC· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

The Events Of Three Weeks

2019· book-chapter· en· Cambridge University Press eBooks· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Strata

Kim Wyatt

2024· article· fr· Fourth Genre Explorations in Nonfiction· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

On the Other Hand

R. Cutler

2020· article· en· KronoScope· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

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