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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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Advances in library and information science (ALIS) book series
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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.

28 results · 1 filter active ·
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20122024
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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.
28 works in the cohort · of 4,299,418page 1 of 1

Labels cover 2 of 28 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 28 of 28 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Roles of Digital Literacy in Social Life of Youth
Dragana Martinović, Viktor Freiman, Chrispina Lekule, Yuqi Yang
2018· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
11
citations
affno abstractunlabeled
Technology and Professional Identity of Librarians
Deborah Hicks
2013· book· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
4
citations
affunlabeled
Teachers as Researchers
Patricia Cranton
2018· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Open Access Literature Productivity of Library and Information Science
G. Stephen, T. Balamurugan
2015· book-chapter· en· Advances in library and information science (ALIS) book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_scienceconsensus · bibliometrics+scholarly_communication+open_science
2
citations
affaboutunlabeled
Beyond Digital Tools
Khadijeh Rouzbehani
2019· book-chapter· en· Advances in library and information science (ALIS) book series· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affaboutunlabeled
Building a Transsystemic Law Library Collection
Maryvon Côté
2012· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
1
citations
affunlabeled
Innovation Characteristics Considered by Top World Universities' Librarians Adopting AI
Daniel Tomiuk, Cataldo Zuccaro, Aslı Gül Öncel, Michel Plaisent, Younes Benslimane, Prosper Bernard
2024· book-chapter· en· Advances in library and information science (ALIS) book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
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
affgemma · open_sciencegpt · open_sciencemodels split
Building, Sustaining, and Growing Multidisciplinary, Multi-Departmental Partnerships to Teach Open Science Tools
Cody Hennesy, Caitlin Bakker, Nicholas J. H. Dunn, David Naughton, Franklin Sayre, Stacie Traill
2022· book-chapter· en· Advances in library and information science (ALIS) book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · sts+scholarly_communication
1
citations
affgemma · scholarly_communicationgpt · no categorymodels split
Exploring Data Science Initiatives Through an International Lens
Nandita S. Mani, Emily P. Jones, Rebecca Carlson, Fidan Limani, Atif Latif, Klaus Tochtermann +6 more
2022· book-chapter· en· Advances in library and information science (ALIS) book series· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
1
citations
aboutno affunlabeled
From Diversity to Discovery
Swati Chakraborty
2024· book-chapter· en· Advances in library and information science (ALIS) book series· Health Professions
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affaboutunlabeled
Collaboration in Editorship
Luisa Marquardt, Dianne Oberg
2014· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
0
citations
affunlabeled
Social Justice as It Evolves in the LAM Sector
Amatul Momin
2021· book-chapter· en· Advances in library and information science (ALIS) book series· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Academic Curriculum Collections in North America
Sara Holder
2012· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Students' Uses of a Private Margin on Public Online Discussions
Carl James Forde, Kevin O’Neill
2018· book-chapter· en· Advances in library and information science (ALIS) book series· Psychology
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Communities of Practice as a Source of Open Innovation
Diane‐Gabrielle Tremblay
2018· book-chapter· en· Advances in library and information science (ALIS) book series· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affaboutunlabeled
Collection Development for Theological Education
Geoffrey Little
2012· book-chapter· en· Advances in library and information science (ALIS) book series· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations

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