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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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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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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.
95 works in the cohort · of 4,299,418page 2 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Letters home
Judith Harries
2019· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Sharing and caring
Judith Harries
2018· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Fleeting beauty
Karen Hart
2019· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pasta possibilities
Karen Hart
2017· article· en· Practical Pre-School· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Sizing it all up
Hilary White
2019· article· en· Practical Pre-School· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Role play at home: how you can help
Elizabeth Wood
2005· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pulling together
Claire Hewson
2018· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Caring for baby
Kate Williams
2018· article· en· Practical Pre-School· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
All in a day's work
Claire Hewson
2018· article· en· Practical Pre-School· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Tuff problems
Hilary White
2018· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A book about me
Claire Hewson
2018· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Better together
Judith Harries
2018· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Join the tea set
Claire Hewson
2017· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Let's hop to it!
Karen Hart
2017· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Jumping for joy!
Karen Hart
2017· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Leafing through
Claire Hewson
2018· article· en· Practical Pre-School· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Castle capers
Claire Hewson
2017· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Planting out
Karen Hart
2018· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Tea with a tiger
Judith Harries
2019· article· en· Practical Pre-School· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The value of singing
Chrys Blanchard
2001· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
How to inspire role play
Elizabeth Wood
2005· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reading in rhyme
Judith Harries
2018· article· en· Practical Pre-School· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Catch a number
Judith Harries
2018· article· en· Practical Pre-School· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
All buttoned up
Claire Hewson
2017· article· en· Practical Pre-School· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Just messing about
Claire Hewson
2018· article· en· Practical Pre-School· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ideas take shape
Hilary White
2019· article· en· Practical Pre-School· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A special visitor
Judith Harries
2016· article· en· Practical Pre-School· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Discover triangles
Claire Hewson
2017· article· en· Practical Pre-School· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bedtime blues
Judith Harries
2018· article· en· Practical Pre-School· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Go with the flow
Claire Hewson
2017· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Shouting it out!
Karen Hart
2017· article· en· Practical Pre-School· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Animal empathy
Judith Harries
2019· article· en· Practical Pre-School· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The value of role play
Elizabeth Wood
2005· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Time to party!
Karen Hart
2016· article· en· Practical Pre-School· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Counting in threes
Vivien Hampshire
2016· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Raking it in
Hilary White
2018· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Nemo, then Dory
Claire Hewson
2016· article· en· Practical Pre-School· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
‘Can't catch me’!
Judith Harries
2017· article· en· Practical Pre-School· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Monster maths!
Claire Hewson
2018· article· en· Practical Pre-School· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Know the drill
Claire Hewson
2018· article· en· Practical Pre-School· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
In the round
Claire Hewson
2017· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
What Katie did
Claire Hewson
2016· article· en· Practical Pre-School· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Year of the dog
Claire Hewson
2017· article· en· Practical Pre-School· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Uno, dos, tres…
Judith Harries
2017· article· en· Practical Pre-School· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
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