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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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Tourism, Volunteerism, and Development
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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
fundfunder
venuejournal
aboutaboutness

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

709 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.
709 works in the cohort · of 4,299,418page 4 of 15

Labels cover 1 of 709 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 709 of 709 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Philanthropy in Education
Natasha Ridge
2019· book· en· Edward Elgar Publishing eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
8
citations
affno abstractunlabeled
Underdog Entrepreneurs
Horatio M. Morgan
2019· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affaboutunlabeled
The layers of social capital
Pablo Idahosa, Bob Shenton
2006· article· en· African Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Residents’ Attitude towards Educational Tourism in Malaysia
Asnarulkhadi Abu Samah, Maryam Ahmadian, Sarjit S. Gill, Roozbeh Babolian Hendijani
2013· article· en· Asian Social Science· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affaboutunlabeled
Educating for Sustainability in Remote Locations
Chris Reading, Constance Khupe, Morag Redford, Dawn Wallin, Tena Versland, Neil Taylor +1 more
2019· article· en· The Rural Educator· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
fundno affno abstractunlabeled
Instagram as Public Pedagogy
Carrie Karsgaard
2023· book· en· Palgrave studies in education and the environment· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Desire For Development
Barbara Heron
2007· book· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
afffundunlabeled
Ontological Awareness in Food Systems Education
Colin Dring, Teresa Čajková, Wilson Mendes, Sharon Stein, Will Valley, Daniel J. Clegg
2022· article· en· Frontiers in Sustainable Food Systems· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
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How this was built: Screen · Findings · About