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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Practical Pre-School

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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.

95 results · 1 filter active ·

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20002019

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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.

95 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 95 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 95 of 95 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled

Snow white and the seven dwarfs

Brenda Williams

2010· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Working in a global environment

Christine Howard

2003· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

How does it make you feel?

Rachel Goodchild

2010· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Assessing learning through play

Elizabeth S. Woo

2004· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Get to know Percy

Judith Harries

2018· article· en· Practical Pre-School· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Enter the dragon

Claire Hewson

2017· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Right at home

Vivien Hampshire

2016· article· en· Practical Pre-School· Medicine

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Celebrate May Day

Claire Hewson

2019· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Flowers in May

Karen Hart

2017· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Fly away ladybird

Karen Hart

2019· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Stuck on you

Judith Harries

2018· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Up and down

Claire Hewson

2019· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Beside the seaside

Karen Hart

2017· article· en· Practical Pre-School· Arts and Humanities

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

citations

affunlabeled

Lines in the sand

Judith Harries

2018· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Knock on wood

Karen Hart

2017· article· en· Practical Pre-School· Social Sciences

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

citations

affunlabeled

Lifting the load

Claire Hewson

2017· article· en· Practical Pre-School· Medicine

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Up in the clouds

Karen Hart

2018· article· en· Practical Pre-School· Health Professions

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Adults as effective role models

Ros Bayley

2001· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Taking a dip

Hilary White

2019· article· en· Practical Pre-School· Medicine

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Dough with a twist

Jenni Clarke

2016· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

On the right track

Rachel Goodchild

2010· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Wild in the woods

Claire Hewson

2017· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none

citations

affunlabeled

One-to-one time

Judith Harries

2017· article· en· Practical Pre-School· Environmental Science

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Solve the puzzle

Claire Hewson

2016· article· en· Practical Pre-School· Computer Science

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none

citations

affunlabeled

How to make play challenging

Elizabeth Wood

2005· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Messy measuring

Claire Hewson

2018· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Snap happy!

Hilary White

2018· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

A rhyming artist

Judith Harries

2018· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Your role in children's play

Elizabeth Wood

2004· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

To the point

Karen Hart

2017· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Ready for Euro 16

Sarah Cruikshank

2016· article· en· Practical Pre-School· Health Professions

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Talking numbers

Hilary White

2018· article· en· Practical Pre-School· Mathematics

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Digging for letters

Judith Harries

2019· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Boxing clever

Karen Hart

2016· article· en· Practical Pre-School· Business, Management and Accounting

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Trains of thought

Judith Harries

2019· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Causing a stir

Karen Hart

2019· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Flights of fancy

Karen Hart

2018· article· en· Practical Pre-School· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Children deserve better

2016· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

What's their take?

Hilary White

2018· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Hoop cars coming!

Hilary White

2016· article· en· Practical Pre-School· Psychology

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Build your story

Lynne Garner

2016· article· en· Practical Pre-School· Health Professions

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Sticky situation!

Claire Hewson

2018· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Going bananas!

Claire Hewson

2017· article· en· Practical Pre-School· Agricultural and Biological Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Full of beans

Karen Hart

2018· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

‘Can do’ attitude

Claire Hewson

2018· article· en· Practical Pre-School· Mathematics

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

The value of action songs and rhymes

Chris Heald

2004· article· en· Practical Pre-School· Neuroscience

distilled prediction:candidate · metaresearchconsensus · none

citations

affunlabeled

Going to the fair

Claire Hewson

2016· article· en· Practical Pre-School· Health Professions

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Weighing it all up

Claire Hewson

2016· article· en· Practical Pre-School· Physics and Astronomy

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

A lot to build on

Claire Hewson

2016· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Play with sounds

Claire Hewson

2017· article· en· Practical Pre-School· Social Sciences

distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none

citations

How this was built: Screen · Findings · About