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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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New Library World
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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.

33 results · 1 filter active ·
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20012016
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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.
33 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 33 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 33 of 33 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Participation in the global knowledge commons
Leslie Chan, Sely Costa
2005· article· en· New Library World· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
165
citations
affaboutunlabeled
Canadian academic libraries and the mobile web
Robin Canuel, Chad Crichton
2011· article· en· New Library World· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
54
citations
affunlabeled
Can we talk?
Nadia Caidi, Keren Dali
2015· article· en· New Library World· Social Sciences
machine prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
Righting the academic paper
Norma Estela Palomino, Paula Ferreira Gouveia
2011· article· en· New Library World· Social Sciences
machine prediction:candidate · metaresearch+insufficient_payloadconsensus · none
16
citations
affaboutunlabeled
Design-based mathematics workshops
Lu Xiao, Immaculate Kizito Namukasa, Yi-Bing Zhang
2016· article· en· New Library World· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
IFLA WLIC 2008 Quebec City, Canada
Bruce Madge
2009· article· en· New Library World· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About