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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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Evidence Based Library and Information Practice
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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.

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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.

1,523 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.
1,523 works in the cohort · of 4,299,418page 4 of 31

Labels cover 45 of 1,523 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 1,523 of 1,523 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Science Information Literacy Tutorials and Pedagogy
Li Ping
2011· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
10
citations
affvenueunlabeled
Research Methods: Action Research
Virginia Wilson
2016· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
The Appropriateness of Hierarchies
Denise Koufogiannakis
2010· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
venueno affunlabeled
Using Cost Effectiveness Analysis; a Beginners Guide
Claire Hulme
2006· article· en· Evidence Based Library and Information Practice· Health Professions
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
venueno affunlabeled
A Holistic Look at Reference Statistics: Whither Librarians?
B. Jane Scales, Lipi Turner-Rahman
2015· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
10
citations
venueno affunlabeled
E-Book Discovery and Use Behaviour is Complex
Suzanne Lewis
2008· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
10
citations
affvenueunlabeled
Research Methods: Design, Methods, Case Study…oh my!
Virginia Wilson
2016· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · none
10
citations
affvenueunlabeled
EBLIP and Public Libraries
Pam Ryan
2012· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
9
citations

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