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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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The Serials Librarian
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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.

42 results · 1 filter active ·
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20002023
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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.
42 works in the cohort · of 4,299,418page 1 of 1

Labels cover 2 of 42 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 42 of 42 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · no categorygpt · no categorymodels split
The Use of Folksonomies in Public Library Catalogues
Louise F. Spiteri
2006· article· en· The Serials Librarian· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
50
citations
affaboutunlabeled
“We Own It”
Andrew Waller, Gwen Bird
2006· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
16
citations
aboutno affunlabeled
Re-Envisioning E-Resource Holdings Management
Marlene van Ballegooie
2016· article· en· The Serials Librarian· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affaboutunlabeled
Separate or Single
Mary Ann Curran
2006· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Introduction
Stacy Allison‐Cassin, Rebecca Bateman, Raj Kumar Bhardwaj, Collence Takaingenhamo Chisita
2023· article· en· The Serials Librarian
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Just in Time vs. Just in Case
Louis Houle, Chris Beckett, Chuck Costakos
2003· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Automatic Categorization
2006· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Providing Access to e-Journals
Lisa O’Hara
2007· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
Our Friends Are Killing Us
Lorraine Busby
2011· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The Elsevier-WebLUIS Connection
Michele Newberry, Elaine Henjum, Carol A. Drum, Beth Guay
2000· article· fr· The Serials Librarian· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
New Models for Serials
John P. Cox
2002· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affunlabeled
Keeping Pace with OpenURL
Carol H. Wu
2004· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affunlabeled
Empire Redefined: Part 2
Lorraine Busby
2017· article· en· The Serials Librarian· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Do Think Tanks Matter to Libraries?
Linwood DeLong
2007· article· en· The Serials Librarian· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
NASIG Conference 2005-Registrants by Last Name
2006· article· en· The Serials Librarian· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Going Out of Business
Lorraine Busby
2017· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations

How this was built: Screen · Findings · About