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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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School Libraries Worldwide
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

375 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.
375 works in the cohort · of 4,299,418page 2 of 8

Labels cover 7 of 375 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 375 of 375 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Silence in the Stacks
2023· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
venueno affunlabeled
In Defense of Harry Potter: An Apologia
2002· article· en· School Libraries Worldwide· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
venueno affunlabeled
The Culture of Inquiry in School Libraries
2001· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
11
citations
venueno affunlabeled
Librarians and leadership: The change we seek
2007· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
11
citations
venueno affunlabeled
Nānā I Ke Kumu - Look to the Source
2021· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
10
citations
venueno affunlabeled
Bibliotherapy in School Libraries: An Israeli Experiment
2000· article· en· School Libraries Worldwide· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
9
citations
venueno affunlabeled
The Information Literacy Continuum
2021· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
8
citations
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How this was built: Screen · Findings · About