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 7 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.

affunlabeled

A message from Simone.

Sherri Melrose, Bonnie Shapiro

2000· article· en· PubMed· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

I Thought You Were Different

Susan Holbrook

2012· article· en· Scholarship at UWindsor (University of Windsor)· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

aboutno affunlabeled

A Walk in the Dark

Carol Niederlander

2010· article· en· American book review/The American book review· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

The Club You Don't Want to Join

Marlene Mills

2010· article· en· Canadian women's studies· Social Sciences

distilled prediction:candidate · stsconsensus · none

citations

venueno affno abstractunlabeled

Just Call Me Stan

Simon Roy

2016· article· fr· XYZ. La revue de la nouvelle· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Turning Around from the Wrong Road Taken

Douglas R. Tompkins

2016· article· en· The Trumpeter· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Who was that guy?

Eliot A. Phillipson

2002· article· en· PubMed· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

To the extreme.

Peter Malík

2001· article· en· PubMed· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Wait, Just Weight

Michael J. Cameron

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Don't Disturb the Bears

Mike Stephens

2008· article· en· Journal of the Royal Astronomical Society of Canada· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Room for a view: Wedding

Ronald Ruskin

2003· article· en· Canadian Medical Association Journal· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Light in the Dark

Michael J. Cameron

2012· article· en· Divergent/Convergent· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Seeing our seeing 'in place'

Len Hjalmarson

2013· article· en· China perspectives· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

A Visionary Tradition

J.R. Struthers

2001· article· en· University of Toronto Quarterly· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

The moment of change

JenÃÂ©a Tallentire, Kim Snowden

2007· article· en· Thirdspace· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Making a difference

Sara J. Shettleworth

2004· article· en· Nature· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Life Left Behind

Bernadette Raffoul

2000· article· en· Canadian women's studies· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affunlabeled

Vox audita perit

Mary V. Seeman

2001· article· en· Canadian Medical Association Journal· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Blind to All Sway

Mike Madill

2015· article· en· Dalhousie review· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

Bye bye, Teddie

Tilman Allert, Barbara Thériault

2020· article· fr· Sociologie et sociétés· Social Sciences

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

The Reality of Our Drives

Paul S. Loeb

2009· article· en· Sound Ideas (University of Puget Sound)· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

"There's No Head of a Round Table"

Angela Rebrec

2015· article· en· Dalhousie review· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

A Visit with my Sister

Ted Lavallee

2016· article· en· Island writer· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

A Moment With - Dr. Alison Sills

Philip Mozel

2004· article· en· Journal of the Royal Astronomical Society of Canada· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Don't Shoot, Don't Shoot!

Austin Clarke

2006· article· en· Callaloo· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

The Boy Beneath the Pines

Steve Hob Dawson

2015· article· en· Island writer· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

This Is What It All Comes To

Renee Norman

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affno abstractunlabeled

Looking Back a Quarter Century

2003· article· en· Psychiatric News· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

But Is It Worth Citing

Michael Plaxton

2003· article· en· Queen's law journal· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

venueno affno abstractunlabeled

Today I Had a Sapphic Moment

Susan Swan

2000· article· en· Canadian women's studies· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

"We have met the enemy, and ...".

G Richard Geier, Debra McBride

2003· article· en· PubMed· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Fifty Years Ago

Harold E. Jones

2013· article· en· GEOMATICA· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

You had to be there to believe it!

A STABHOLZ

2006· article· en· Alpha Omegan· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

What If and Why Not

Ruth Johnson

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Blinded by the Light

Angela Squires

2001· article· en· Journal of the Royal Astronomical Society of Canada· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Love Enough (Book of The Year)

Quốc Thắng Phạm

2018· article· en· MacEwan University Student Research Proceedings· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

A Message from the Guest Editor

Peter C. Coyte

2006· article· en· Healthcare Management Forum· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

When It’s in Your Blood

Valérie Duro

2021· article· en· TranscUlturAl A Journal of Translation and Cultural Studies· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

What Uni 101 Has Meant To Me

Chad Dickie

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

The system is me too...

Pascale Breault

2021· article· en· Canadian Family Physician· Social Sciences

distilled prediction:candidate · stsconsensus · 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

Through a Hole in the Wall

Scott N. Armstrong

2012· article· en· Dalhousie review· Social Sciences

distilled prediction:candidate · noneconsensus · 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

aboutno affunlabeled

Winter Kept Us Warm

Chris Dupuis

2024· book· en· McGill-Queen's University Press eBooks· Social Sciences

distilled prediction:candidate · metaepi_narrowconsensus · none

citations

affno abstractunlabeled

In the Beginning, and in the End

Carol Iannone

2015· article· en· Academic Questions· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

Now I am Dreaming

Jennifer Knowlan

2013· article· en· Dalhousie review· Social Sciences

distilled prediction:candidate · 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

BEING THERE - AND GOING BEYOND

Ivan Tomek, Rick Giles, Di Li, Hai Zhang

2008· article· en· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affno abstractunlabeled

my mother would put ribbons

A. Mary Murphy

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

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

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