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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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ITL Review of Applied Linguistics
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Retraction
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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.

30 results · 1 filter active ·
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20012025
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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.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The updated Vocabulary Levels Test
Stuart Webb, Yosuke Sasao, Oliver James Ballance
2017· article· en· ITL Review of Applied Linguistics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
354
citations
affunlabeled
Evaluating lists of high-frequency words
Thi Ngoc Yen Dang, Stuart Webb
2016· article· en· ITL Review of Applied Linguistics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
aboutno affunlabeled
Variation and Text Structure
Richard Holmes
2001· article· en· ITL Review of Applied Linguistics· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
affaboutunlabeled
Structural alignment in L2 task-based interaction
Phung Dao, Pavel Trofimovich, Sara Kennedy
2018· article· en· ITL Review of Applied Linguistics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affunlabeled
The guessing from context test
Yosuke Sasao, Stuart Webb
2018· article· en· ITL Review of Applied Linguistics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
3K-LEx-MC
Pablo Robles‐García, Glen Wallace, Claudia Sánchez‐Gutiérrez
2022· article· en· ITL Review of Applied Linguistics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Identification des congénères
Olga Théophanous
2001· article· fr· ITL Review of Applied Linguistics· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations

How this was built: Screen · Findings · About