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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.

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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Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
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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.

82 results · 1 filter active ·
Results by year
20202025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
82 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 82 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 82 of 82 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Library Services for Autistic Students in Academic Libraries
Erica Braumberger
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
10
citations
affvenueunlabeled
Museums Without Walls
Freyja Catton, Laura Smith
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
6
citations
affvenueaboutunlabeled
Looking to the Future
Morgan Paul
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
6
citations
affvenueunlabeled
Reflections on Information Literacy in the ChatGPT Era
Joel Blechinger
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Medicine
distilled prediction:candidate · stsconsensus · none
5
citations
affvenueunlabeled
Climate Change Considerations in Public Library Collection Development
M.D. Trotter, Olesya Komarnytska
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
4
citations
affvenueaboutunlabeled
When knowledge goes underground
Ashley Edwards
2020· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
4
citations
affvenueunlabeled
Library’s Educational Role in Bridging the Digital Divide
Jessica Jutras
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
affvenueunlabeled
Examining the "Culture of Assessment" in Public Libraries
Allison Ferguson
2022· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
affvenueunlabeled
Indigenous Knowledges and Scholarly Publishing
Geoffrey Boyd
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
2
citations
affvenueunlabeled
Chat Reference
Hiu Wing Sze
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
2
citations
affvenueunlabeled
Sexual Assault Survivors and Information: Needs and Recommendations
Stephanie Willen Brown
2022· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
2
citations
affvenueunlabeled
Reflecting on our Time as Digital Literacies Librarians
Joanna Nemeth, Alissa Droog
2022· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
Disrupting Literature: Facilitating Indigenous Book Clubs
Deniz Ozgan, Emily Kroeker
2020· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
Mobile Libraries & Information Needs in Refugee Camps
Allison Easton, Katherine Wells
2020· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueunlabeled
Indigenous Video Games in Libraries
Candie Tanaka
2022· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
Virtual Reality in Libraries
Candie Tanaka
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affvenueaboutunlabeled
Support local: Public libraries and local authors
Rynnelle Wiebe
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
Research Data Management in the Canadian Context
R M Lindsay
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · scholarly_communication
1
citations
afffundvenueaboutunlabeled
SIMSArchive
Madelaine Hare, Geoff Krause
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Google Books
Toni Beaton
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Travels with a Small-town Librarian
Shelby Wilson-Powell
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueaboutunlabeled
Becoming a Librarian Amidst a Professional Identity Crisis
Ashley Edwards
2020· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
0
citations
affvenueunlabeled
Seeds of Sustainability
Juliana Rupchan
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueaboutunlabeled
Internet filters in Canadian libraries
Kate Schulz
2020· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Fossils in a Digital Age
Anneliese Eber
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Challenges and LIS Responses to Digital Literacy in Crisis
Michelle Falk
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueno abstractunlabeled
Let's Talk About Race in Storytimes
Athena Szeto
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Health Professions
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueaboutunlabeled
Co-Created and Student-led Teaching Materials
Dellannia Segreti
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueaboutunlabeled
Abandoned But Not Forgotten
Elisa Kuhn
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Stories Re-Told
Anna Borynec
2020· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
The Value of a Book: Beyond the Price
Shannen Shott
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
The Role of Special Collections in Climate Change Movements
Danielle Deschamps, Michaela Morrow
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
Inclusivity in Action
Alycia Bockus-Vanin
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Impact of COVID-19 on Library Users
Rosalind Derksen
2021· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations

How this was built: Screen · Findings · About