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.

180 results · 1 filter active ·

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20092017

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Machine labels · sparse coverage

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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.

180 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 180 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 180 of 180 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled

Difference in Child Rearing

Albert Tyndale

2014· article· en· Divergent/Convergent· Business, Management and Accounting

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Words written in a room after the light goes out

Jane Currie

2009· article· en· Divergent/Convergent· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affaboutno abstractunlabeled

Welcome To Canada

Jay Alcantara

2013· article· en· Divergent/Convergent· Engineering

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

What I've Learned in University 101

Carlie McKenzie

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

The Learning Curve

Michael Evans

2014· article· en· Divergent/Convergent· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

A Part of Something Turning: One Small Cog in the Classroom Cosmic Consciousness

Donna Salmon

2014· article· en· Divergent/Convergent· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Rules for Claiming a Car

Chloe Seguin

2013· article· en· Divergent/Convergent· Engineering

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Wait, Just Weight

Michael J. Cameron

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

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

affno abstractunlabeled

Uni 101 vs. SADD

Stefannie Postnikoff

2013· article· en· Divergent/Convergent· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Archaeologist and Artifacts

Andrea Lee Williams

2013· article· en· Divergent/Convergent· Earth and Planetary Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Why I Fear Government

Grace Lemieux

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

The Economics of Diversity: Up Close and Personal

Beverly Evon Johnson

2012· article· en· Divergent/Convergent· Economics, Econometrics and Finance

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

A Return to School

Andrea Lee Williams

2012· article· en· Divergent/Convergent· 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

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

affno abstractunlabeled

A Learning Experience

Louise Maclaren

2009· article· en· Divergent/Convergent· Neuroscience

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Modern Disconnect of the Social Masses

Meliya Gill

2014· article· en· Divergent/Convergent· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Ways of Learning

Juliette Kajuga

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affno abstractunlabeled

Social Balancing: No One Left Behind

Bill Cawker

2013· article· en· Divergent/Convergent· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · 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

affno abstractunlabeled

For My Mother

Lisa Shelton

2013· article· en· Divergent/Convergent

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Letter to Seneca

Meredith Whetung

2009· letter· en· Divergent/Convergent

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

citations

affno abstractunlabeled

Not My Media

Yvonne Murphy

2013· article· en· Divergent/Convergent

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Every Blessed Day

Anna Norris, Candy Hietala, Carol Demetre, Carrie Elrick, Max Olesen, Vanne Hanisch-Godoy

2010· article· en· Divergent/Convergent· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Waiting at the Corner

Anna Norris, Candy Hietala, Carol Demetre, Carrie Elrick, Max Olesen, Vanne Hanisch-Godoy

2010· article· en· Divergent/Convergent· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

9 Things I Know About Life So Far

Lisa Shelton

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

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Forever at Odds

Dave Csizmazia, Cecilia Bailey, Dianna Lucas, Heather Modlin, Josh D'Lorge, Martin Van Boekel +1 more

2010· article· en· Divergent/Convergent· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affno abstractunlabeled

Uni 102 Blossoming Conversation Groups

Wayne Sheeran

2013· article· en· Divergent/Convergent· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

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

citations

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