Cohort builder

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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Linguistics and the Human Sciences

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Retraction

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Label agreement

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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

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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

11 results · 1 filter active ·

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20082024

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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.

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

Labels cover 0 of 11 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 11 of 11 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled

Discourse markers and coherence relations

Maite Taboada, María de los Ángeles Gómez González

2012· article· en· Linguistics and the Human Sciences· Arts and Humanities

distilled prediction:candidate · stsconsensus · sts

citations

affunlabeled

Contrastive analyses of evaluation in text

Maite Taboada, Marta Carretero

2012· article· en· Linguistics and the Human Sciences· Computer Science

distilled prediction:candidate · noneconsensus · none

citations