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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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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.

101 results · 1 filter active ·
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20152025
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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.
101 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 101 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 101 of 101 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
On Producing the Alien Within: A Reply
Audrey Macklin
2018· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
1
citations
affaboutunlabeled
Eyes and ‘I’
Karen Young
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affaboutunlabeled
My Journey as a Writer
Owen Guo
2023· book-chapter· en· IMISCOE research series· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
My Taiwanese Mom, Peaches
Galina Liou
2023· book-chapter· en· IMISCOE research series· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
WIP (Work in Progress)
Jenny Osorio
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Guerrico
Melanie Zuzarte
2023· book-chapter· en· IMISCOE research series· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Kingston Blues
Özlem Atar
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Citizenship Without Magic
Lois Harder
2018· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affunlabeled
Astrogation and Milestones
Irina Isaakyan
2024· book-chapter· en· IMISCOE research series· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Trinidadian Trinkets
Sarah Ostapchuck
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
To the Memory of a Star
Irina Isaakyan
2024· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Conclusion
Anastasia Christou, Eléonore Kofman
2022· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Immigrant Stories
Thabata da Costa
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
How I Became an Alevi Muslim Woman
Esra Arı
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
0
citations
affunlabeled
For DYee… Walking in These Shoes
Christian Hui
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · metaresearch
0
citations
affunlabeled
Falling Through the Black Hole
Irina Isaakyan
2024· book-chapter· en· IMISCOE research series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Dear Bâbâjân
Sadaf Khajeh
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affunlabeled
Introduction
Agnieszka Weinar, Amanda Klekowski von Koppenfels
2020· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affunlabeled
Coda
Ayelet Shachar
2018· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affunlabeled
Conclusions
Agnieszka Weinar, Amanda Klekowski von Koppenfels
2020· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Family Histories and Stories That Made Me
Brianna M Jennings
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
0
citations
affaboutunlabeled
Journey Through the Self
Chelsea Nyomi Richards
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affaboutunlabeled
On Immigration, Religion and Home
Bibi Baksh
2023· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
The Cosmic Iceberg of Integration
Irina Isaakyan
2024· book-chapter· en· IMISCOE research series· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
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