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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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Journal of Pragmatics
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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.

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

Labels cover 0 of 35 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 35 of 35 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Loving a partner in a Foreign Language
Jean‐Marc Dewaele, Lora Salomidou
2017· article· en· Journal of Pragmatics· Psychology
machine prediction:candidate · noneconsensus · none
87
citations
afffundno abstractunlabeled
Subjects and topics in conversation
Maite Taboada, Loreley Marie Wiesemann
2009· article· en· Journal of Pragmatics· Arts and Humanities
machine prediction:candidate · noneconsensus · none
40
citations
affno abstractunlabeled
The interrogation as a type of dialogue
Douglas Walton
2003· article· en· Journal of Pragmatics· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Book review
Guangxiang Liu, Albert W. Li
2021· article· en· Journal of Pragmatics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Book review
Arthur Sullivan
2023· article· en· Journal of Pragmatics· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Book review
Robert J. Stainton, Arthur Sullivan
2023· article· en· Journal of Pragmatics· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About