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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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Education Practices and Challenges
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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.

274 results · 1 filter active ·
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20022025
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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.
274 works in the cohort · of 4,299,418page 6 of 6

Labels cover 2 of 274 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 274 of 274 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Spor Bilimleri Araştırmaları
Mikail Tel, Refika Kanatlı, Çetin Tan, Ahmet Korkmaz, Fatma Gözlükaya Girginer, Tansu Yaan +10 more
2022· book· tr· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Faillites de consommateurs, Mensuel
2019· dataset· fr· Statistics Canada Dissemination· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Beyond Educational Reforms: A Review of Teacher Preparation in Tanzania
Nipael Mrutu, Hamis Nkota, Jamila Kova, Esther Kibga, Peter Kajoro, Aladini Hoka +1 more
2022· review· en· International Journal of Learning Teaching and Educational Research· Arts and Humanities
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Robert E. White, Karyn Cooper
2011· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About