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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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Hamburg studies on linguistic diversity
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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.

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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.

5 results · 1 filter active ·
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20132018
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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.
5 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 5 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 5 of 5 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Voice onset time across the generations
Naomi Nagy, Alexei Kochetov
2013· book-chapter· en· Hamburg studies on linguistic diversity· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
72
citations
affunlabeled
Segmental targets versus lexical interference
Susanne Carroll, Joseph W. Windsor
2015· book-chapter· en· Hamburg studies on linguistic diversity· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affaboutunlabeled
Conceptualizing language
Thomas Ricento
2017· book-chapter· en· Hamburg studies on linguistic diversity· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Fostering early literacy learning using dual language books
Rahat Naqvi, Anne McKeough, Keoma J. Thorne, Christina M. Pfitscher
2013· book-chapter· en· Hamburg studies on linguistic diversity· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About