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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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Public & Access Services Quarterly
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

17 results · 1 filter active ·
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20062025
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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.
17 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 17 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 17 of 17 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Accidental Library Marketer by Kathy Dempsey
Jennifer Dumond
2009· article· en· Public & Access Services Quarterly· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
0
citations
aboutno affunlabeled
PROFESSIONAL READING
Sarah Lindstrom Johnson
2006· article· en· Public & Access Services Quarterly· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
affno abstractunlabeled
Transforming Library Service Through Information Commons: Case Studies for the Digital Age, by D. Russell Bailey and Barbara Gunter Tierney; Pop Goes the Library: Using Pop Culture to Connect with Your Whole Community, by Sophie Brookover and Elizabeth Burns; Web 2.0 for Librarians and Information Professionals, by Ellyssa Kroski
Melissa Helwig, Melissa Aho, Laura Burt
2009· article· en· Public & Access Services Quarterly· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · scholarly_communication
0
citations
affunlabeled
Establishing an indoor garden and seed library in an academic library
Mikaela Gray, Glyneva Bradley-Ridout, Heather Cunningham, Catherine Duff, Margaret Nevison, Emily Woehrle
2024· article· en· Public & Access Services Quarterly· Agricultural and Biological Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
affno abstractunlabeled
PROFESSIONAL READING
Sarah Lindstrom Johnson, Beatriz Fernández, Anne‐Marie Deitering, Samantha Hines, J. D. Watson, Melissa Aho +1 more
2008· article· en· Public & Access Services Quarterly· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About