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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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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.

978 results · 1 filter active ·
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20162023
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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.
978 works in the cohort · of 4,299,418page 15 of 20

Labels cover 18 of 978 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 978 of 978 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.

venueno affunlabeled
Rereading and the Impact on Practice
Mary Ann Harlan
2023· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Promise of MOOCS
Jennifer Branch-Mueller, Joanne De Groot, Michael Stephens, Kyle M. L. Jones, Kandise Salerno, Katherine Orobio
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Curriculum, Culture, and Community
Susan La Marca
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
All together now?
Genevieve Hart, Mary Nassimbeni
2019· article· en· IASL Annual Conference Proceedings· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Self-Regulated Learning in Practice
Kasey Garrison, Robin Spruce
2021· article· en· IASL Annual Conference Proceedings· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Collaboration is the Key
Elizabeth Greef
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
venueno affunlabeled
GIS for School Libraries Emergency Planning
Alpaslan Hamdi Kuzucuoğlu
2018· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Meaningful Research Projects
Lois Barranoik
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Best Way to Ask
Blanche Woolls
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Enabling Adult
Susan La Marca
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
IASL Conferences
Paulette Stewart
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Pedagogical centre
Therése Haglind, Emmelie Ernst, Ulrika Boström
2019· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
The Virtual Learning Commons
David V. Loertscher, Blanche Woolls
2021· article· en· IASL Annual Conference Proceedings· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Data Analytics to Improve School Libraries
Lesley S. J. Farmer
2016· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Guitar Hero? My hero!
Judith Way
2021· article· en· IASL Annual Conference Proceedings· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
From Early Literacy to Information Literacy
Fung-Yee Chan
2021· article· en· IASL Annual Conference Proceedings· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Portuguese School Libraries
Glória Bastos, Rosa Martins
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About