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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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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
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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.

890 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
Language
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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 16 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.

affno abstractunlabeled
There Will Be Struggle
Jean Boucher
2019· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Final Word: My Journey
Stefanie Ruel
2019· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
‘P’ – Power Up Your Thinking
Sam Frankel, Caroline E. Whalley
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
‘U’ – Unify Your Language
Sam Frankel, Caroline E. Whalley
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Looking Back to Move Forward
Claire Sinnema, Alan J. Daly, Joelle Rodway, Darren Hannah, Rachel Cann, Yi‐Hwa Liou
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Richly Augmented Future
Alexander Manu
2021· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Growing Up in Sudbury
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Just a Starting Point
Sam Frankel, Daniella Bendo
2024· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
References
2015· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Awakening-with Arne
Karen Malone, Sean Blenkinsop, Bob Jickling, Marcus Morse
2024· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
CAN YOU REALLY PUT A PRICE ON A GOOD NIGHT'S SLEEP
Luka Zelem, Vojtěch Chmelík, Andrea Vargová, Arnon Vandenberghe, Monika Rychtáriková
2023· article· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Broken Promises
Nicole Li
2024· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
My Bullies Failed
Brett Waytuck
2025· book-chapter· ng· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conceptualization Through Feedback
Niyousha Raeesinejad, Yousef Mehrdad Bibalan, Mohammad Moshirpour
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Unheard Storylines
Martha J. Strickland, Elena Lyutykh
2021· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Intervening Variable
2014· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Standups
Niyousha Raeesinejad, Yousef Mehrdad Bibalan, Mohammad Moshirpour
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Friends of Friends
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Stories that introduce
Rina Zazkis, Peter Liljedahl
2009· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Experiencing the Common Core
Carol Iannone
2015· article· en· Academic Questions· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Setting the Stage
Frances Ricks, Jennifer Charlesworth
2003· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Unfolding
Anita Sinner
2013· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Looking In
William Seager
2012· book-chapter· en· ˜The œfrontiers collection· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
A Challenging Climb
Susan R. Harris
2003· article· en· Physiotherapy Canada· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
IF IT'S FRIDAY, THIS MUST BE MOOSE JAW
Ted Benson
2002· article· en· Railfan and Railroad· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
What Uni 101 Means to Me
Ron Kinch
2013· article· en· Divergent/Convergent· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Into the future
J. P. Berry
2014· article· en· Canadian veterinary journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Reflections of My Experience
Amrune Khan
2012· article· en· Divergent/Convergent· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Through My Eyes
Jennifer Johnson
2009· article· en· Divergent/Convergent· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
A Candle in the Dark
Bill Broderick
2000· article· en· Journal of the Royal Astronomical Society of Canada· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
You’re Still the One
Carol A. Adams
2006· article· en· Canadian women's studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
No Center Stripe
Michael T. Caley
2010· article· en· The Trumpeter· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Carrying the Shadow
Neil Besner
2001· article· en· Journal of Mennonite studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
In Good Company
Gary T. Carrillo
2010· article· en· Journal of Prisoners on Prisons· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
A Most Comfortable Eclipse
Jay Anderson, Judy Anderson
2010· article· en· Journal of the Royal Astronomical Society of Canada· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
On Mother's Day
Rosita Georgieva
2000· article· en· Canadian women's studies· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
More than Enough
Cathy Yard
2016· article· en· Island writer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
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
0
citations
venueno affno abstractunlabeled
Design of My Journey
Peter Penner
2006· article· en· Journal of Mennonite studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Storey Story
Alex Greer
2016· article· en· Island writer· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Filling the Gap
Glen Nichols
2013· article· en· Canadian Theatre Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
A Moment With...Dr. Alexander Jones
Philip Mozel
2007· article· en· Journal of the Royal Astronomical Society of Canada· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
How To Be Whole
Tina Northrup
2016· article· en· Canadian literature· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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