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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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The Motley Undergraduate Journal
Topic
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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.

30 results · 1 filter active ·
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20232025
Publication date
Categories
Machine labels · sparse coverage
Evidence
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Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Kidfluencers and conundrums
Melissa Morris
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
7
citations
affunlabeled
Algorithmic Bias of Social Media
Daman Preet Singh
2023· article· en· The Motley Undergraduate Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Beyond Norms and Realities
Thomas Tri
2024· article· en· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
From Telegraphs to AI
Aressana Challand
2025· article· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affunlabeled
The People vs Megan Thee Stallion
Oluwademilade Odusola
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
An Aesthete Thinks About Herself for Too Long
Shae Kubur
2024· article· en· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affaboutunlabeled
The Rise of a Maple Syrup Auteur
Ali Zakreski
2025· article· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Meet the Authors
Melissa Morris
2023· article· en· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Queer Pop Stardom
Emily Skipp
2025· article· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
I Was There Too
Natasha Bodnarchuk
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Acknowledgements
Melissa A. Morris
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
So You Like Taking Photos Huh
2024· article· en· The Motley Undergraduate Journal· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
EN-LIGHTEN-ED:
Glory Okeleke
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Contemporary aesthetics of adolescence
L. Coles
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Clowning around in Journalism
Sheroog Kubur
2024· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Table of Contents
Melissa Morris
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Between Helplessness and Hostility
Tasbeeha Shahzad
2025· article· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
The Motley Editorial Team
M. C. Morris
2023· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Coloring History
Hannah Adriano
2024· article· en· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Can the line cook speak
B. G. Jamieson
2023· article· en· The Motley Undergraduate Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A Metamorphosis: From HGW XX/7 to a Good Man
Vipasna Nangal
2024· article· en· The Motley Undergraduate Journal· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Representing the Underrepresented
Darnell Wyke
2024· article· en· The Motley Undergraduate Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations

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