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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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Second Language Acquisition and Learning
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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.

1,067 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.
1,067 works in the cohort · of 4,299,418page 10 of 22

Labels cover 6 of 1,067 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 1,067 of 1,067 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Incidental Learning of Vocabulary
Andreea Cervatiuc
2018· other· en· The TESOL Encyclopedia of English Language Teaching· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
venueno affunlabeled
A Review on Diagnostic Vocabulary Tests
Chunxiu He
2019· review· en· International Journal of Higher Education· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Automatically Augmenting Academic Text for Language Learning
Shaoqun Wu, Alannah Fitzgerald, Ian H. Witten, Alex Yu
2018· book-chapter· en· Advances in educational technologies and instructional design book series· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
venueno affno abstractunlabeled
Focus on Vocabulary Learning
Brock Wojtalewicz
2019· article· en· TESL Canada Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
venueno affunlabeled
Reading Hypertext: Higher-Level Processes
Joel Walz
2001· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
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How this was built: Screen · Findings · About