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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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Library Science and Administration
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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
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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.

1,790 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,790 works in the cohort · of 4,299,418page 12 of 36

Labels cover 49 of 1,790 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 1,790 of 1,790 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
ARL Statistics 2023
Anam Mian, Holly Gross
2024· book· en· ARL statistics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Education as a New Goal for National Libraries
Juan José Fuentes-Romero
2006· article· en· Alexandria The Journal of National and International Library and Information Issues· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
aboutno affunlabeled
Peer Influences on Young Teen: An Emerging Taxonomy
Vivian Howard
2010· article· en· Young Adult Library Services· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
Shift happens: The recent evolution of Canadian library associations
Susan Cleyle, Suzanne van den Hoogen
2020· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
aboutno affunlabeled
Hello and Welcome
Peta Wellstead
2014· article· en· Journal of Education for Library and Information Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affvenueaboutunlabeled
The Economics of Identity
Tina Tianyi Liu
2024· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Lesbians, bisexuals, gay men and transgendered people
John Vincent
2000· book-chapter· en· E-LIS Repository (University of Naples Federico II)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
The Teaching Library: Rethinking Library Services
Ellen C. Meltzer
2008· article· en· eScholarship (California Digital Library)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
1
citations
fundno affunlabeled
New York Public Library Partners with BiblioCommons
Marshall Breeding
2010· article· en· Smart Libraries Newsletter· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
“We Learned As We Went Like Everyone Else”:
Janet Goosney
2024· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
venueno affunlabeled
Research Convergence
Barbara Schultz‐Jones, Laura A. Pasquini
2019· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueunlabeled
Issues for the Next Decade
Dianne Oberg
2007· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Notes from the Noodle Factory
Ralph Lamar Turner
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
“Do as I say, not as I do…”
Silvia Vong
2024· article· en· Journal of Information Literacy· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
1
citations
affunlabeled
<b>USE</b><b> </b><b>OF</b><b> </b><b>SCHOOL</b><b> </b><b>LIBRARY</b><b> </b><b>IN</b><b> </b><b>DEVELOPMENT</b><b> </b><b>OF</b><b> </b><b>READING CULTURE HABITS</b>
Farhat Shehnaz, Iqra Arsalan
2025· article· Social Sciences & Humanity Research Review· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payload
1
citations
fundno affunlabeled
SPEC Kit 356Diversity and Inclusion
Toni Anaya, Charlene Maxey-Harris
2017· article· en· Lincoln (University of Nebraska)· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
venueaboutno affunlabeled
“Things Should Be Done the Way They Should Be Done”
Sophia Arts
2024· article· en· The iJournal Student Journal of the Faculty of Information· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
aboutno affunlabeled
Reference
Rosanne M. Cordell
2013· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
The Information Needs of Homeless Library Patrons in New York City
Gali Yemini–Halevi
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
Why Would I Share?
Navroop Gill
2023· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Reader Response in the Information Age
Kelvin G. Broad, George Labercane
2001· article· en· Society for Information Technology & Teacher Education International Conference· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
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