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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
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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.

1,317 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.
1,317 works in the cohort · of 4,299,418page 25 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.

venueno affunlabeled
The American Dream Revisited: A Corpus-Driven Study
Zhide Hou
2017· article· en· International Journal of English Linguistics· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
0
citations
affunlabeled
“I Had No Idea What I Was Doing”
Jady Robertshaw, Guofang Li
2022· book-chapter· en· Advances in higher education and professional development book series· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
'You're So Fat!' Exploring Ojibwe Discourse
Christopher Loether
2001· article· en· American Ethnologist· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Of Disqus, Discourse and Dramatic Trolls
Bassey Ekpe, Israel Wekpe
2024· article· en· Interactive Film and Media Journal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Book review
Natasha Artemeva
2025· article· en· Journal of English for Academic Purposes· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
cp_senate200.wv.vectors.npy
Ludovic Rheault, Christopher Cochrane
2019· dataset· pt· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
figure4a.pdf
Ludovic Rheault, Christopher Cochrane
2019· dataset· de· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
figureA3b.pdf
Ludovic Rheault, Christopher Cochrane
2019· dataset· de· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
figure3a.pdf
Ludovic Rheault, Christopher Cochrane
2019· dataset· de· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Facility data – total releases by media group
2021· dataset· en· ECCC Data Catalogue· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affno abstractunlabeled
figure2c.pdf
Ludovic Rheault, Christopher Cochrane
2019· dataset· fr· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
house200.trainables.syn1neg.npy
Ludovic Rheault, Christopher Cochrane
2019· dataset· eu· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
Index
2017· paratext· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Workplace Communication
Julie Kerekes, Lynda Chubak
2020· other· en· The International Encyclopedia of Linguistic Anthropology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About