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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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Linguistics, Language Diversity, and Identity
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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.

683 results · 1 filter active ·
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20002025
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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.
683 works in the cohort · of 4,299,418page 7 of 14

Labels cover 3 of 683 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 683 of 683 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Dysphemisms and ethnic identity
2022· article· en· Proceedings of the ... International Conference on Onomastics "Name and Naming"· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Ostbelgien spricht viele Sprachen
Guido Thomé
2002· article· fr· Meta Journal des traducteurs· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Data Mining Methods to Compare Englishes
Ольга Валерьевна Донина
2022· article· en· Proceedings of the Institute for System Programming of RAS· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Languages Will Apply a Double-Blind Review Process
Juana M. Liceras, Raquel Fernández, Languages Editorial Office
2018· review· en· Languages· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Metis Language & Culture :: About
Metis Nation Bc, BC United Metis Youth Circle
2006· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
"The Little Leopard that Became a Big Leopard"
Daniel Reboussin, William C. Young
2024· article· en· SOURCE the Magazine of the University of Florida George A Smathers Libraries· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sociolingvistički status hrvatskih iseljenika u Quebecu
Vjekoslav Ćosić
2018· article· hr· Radovi Razdio filoloških znanosti· Arts and Humanities
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
aboutno affunlabeled
Language maintenance and shift
2006· other· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Data Mining Methods to Compare Englishes
Ольга Валерьевна Донина
2022· article· en· Proceedings of the Institute for System Programming of RAS· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On morphosyntactic change in Bulgarian
Олга М. Младенова
2009· article· en· Diachronica· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About