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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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Discourse Analysis in Language Studies
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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.

1,317 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.
1,317 works in the cohort · of 4,299,418page 11 of 27

Labels cover 0 of 1,317 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 1,317 of 1,317 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Speech Act Theory
François Cooren
2015· other· en· The International Encyclopedia of Language and Social Interaction· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
Culture and L2 writing
Subrata Bhowmik, Anita Chaudhuri, M. Gregory Tweedie, Marcia Kim, Xiaoli Liu
2021· article· en· Writing & Pedagogy· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Writing about Writers
Stevie Marsden
2018· article· en· Mémoires du livre· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Linguistic Pragmatics
François Cooren
2015· other· en· The International Encyclopedia of Communication· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affvenueunlabeled
Notes on Anne Freadman’s Tardy Response
Janet Giltrow
2020· article· en· Discourse and Writing/Rédactologie· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
EDITORIAL: FICTION AS RESEARCH
Ash Watson, Jessica Smartt Gullion
2021· editorial· en· Art/Research International A Transdisciplinary Journal· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
3
citations
fundno affunlabeled
Topicalization in Japanese Cooking Discourse
Mitsuaki Shimojo
2019· article· en· Open Linguistics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Second-person pronoun use in French-language blogs
Kate Douglass
2009· book-chapter· en· Language learning and language teaching· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Pragmatic Hedges in Court Trial: Indonesian Case
Nidya Fitri, Ketut Artawa, Made Sri Satywati, Sawirman
2019· article· en· English Language Teaching· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations

How this was built: Screen · Findings · About