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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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Emerging Library & Information Perspectives
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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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venuejournal
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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.

61 results · 1 filter active ·
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20182025
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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.
61 works in the cohort · of 4,299,418page 1 of 2

Labels cover 2 of 61 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 61 of 61 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Contextualizing Disability
Carolyn Sullivan
2021· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
affvenueunlabeled
Be Internet Awesome
Jim Seale, Nicole Schoenberger
2018· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
10
citations
affvenueunlabeled
Towards Epistemic Justice in the Archives
Joe Melanson
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
venueaboutno affunlabeled
International Students and the Canadian University
Stacey Zip
2019· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affvenueunlabeled
'Major Technological Challenge'
Magnus Berg
2021· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affvenueunlabeled
Game On! Recreational Play in the Library
Carlie Forsythe
2021· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affvenueunlabeled
Black Hole or Brave New World?
Sarah Glassford
2018· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueunlabeled
When a Small Market Newspaper Closes
Mark Nonkes
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Access to Information in the Age of Trump
Nicole Schoenberger
2018· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affvenueaboutunlabeled
An Exploration of Canadian LIS Programs
Astrid Faith Ramos
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
2
citations
affvenuegemma · metaresearchgpt · metaresearchmodels split
The Enlightenment of Peer Review
Sandra Moore
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Weeding the Web
Michael W.L. Chee
2020· article· en· Emerging Library & Information Perspectives· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueunlabeled
OA isn’t free, it costs folks like you and me
John Bryans
2022· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Roll for Initiative
Carlie Forsythe
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
“To Teach Empathy and Fight Racism”
Laila El Mugammar
2022· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Navigating the Archives
Astrid Faith Ramos
2019· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
How Libraries Make us Believe
Vanja Stojanovic
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
affvenueunlabeled
The Future Academic Librarian's Toolkit
Christine Moffatt
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
affvenueunlabeled
Emotional Labour and Archival Work
Leah Blackwood
2024· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
The Constraints of Software
Andrew Stuart Turnbull
2019· article· en· Emerging Library & Information Perspectives· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Practice Makes Perfect
Christine Moffatt
2020· article· en· Emerging Library & Information Perspectives· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenuegemma · no categorygpt · no categorymodels split
Sexual Violence Awareness in the Library Workplace
Janelle Haley, Lea Beier, G T Bennett, Amanda Cole
2019· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
A Tale of Two Degrees
S. A. Vander Kooy
2019· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
A Day in the Life
Hadley Peacock
2025· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Editors' Letter
Yeliz Baloglu Cengay, Vicky Chung, Sarah Sharpe
2024· article· en· Emerging Library & Information Perspectives· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
venueno affunlabeled
Bibliotherapy in Libraries
Michelle Gleason
2025· article· en· Emerging Library & Information Perspectives· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
ELIP 2021: Expanding Possibilities for Community
Aarushi Mohan
2021· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Teen Parents and the Public Library
Lea Beier
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
affvenueaboutunlabeled
BiblioComprehension
Tanis Schumilas, Alysha Anderson, Holly Ottewell, Alexandra Turcotte
2018· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
Interview with ELIP Managing Editor, Madison Edgar
Madison Edgar, Zoe Landon
2018· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Going Virtual Together
Kevin Oswald, Sara Clarke, Sandra Moore, Veronica Berry
2021· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Moxie, by Jennifer Mathieu
Erin Unger
2018· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Delivering Access
Sophia Grande-Lawlor
2021· article· en· Emerging Library & Information Perspectives· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
affvenueaboutunlabeled
Information Seeking Behaviour of Voters
2025· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Open Access & Scholarly Communication Habits in LIS
2025· article· en· Emerging Library & Information Perspectives· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · bibliometrics+scholarly_communication
0
citations
affvenueunlabeled
Dark Archives
Carolyn Sullivan
2021· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Mentoring for Librarianship and Beyond
Anne He
2019· article· en· Emerging Library & Information Perspectives· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
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