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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.

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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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Public Relations and Crisis Communication
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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
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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.

706 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.
706 works in the cohort · of 4,299,418page 2 of 15

Labels cover 2 of 706 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 706 of 706 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Assessing relevance of tweets for risk communication
Xiaohui Liu, Bandana Kar, Chaoyang Zhang, David M. Cochran
2018· article· en· International Journal of Digital Earth· Social Sciences
distilled prediction:candidate · noneconsensus · none
36
citations
aboutno affunlabeled
Successful Virtual Interviews
Sophia K. McKinley, Zhi Ven Fong, Brooks V. Udelsman, Charles G. Rickert
2020· article· en· Annals of Surgery· Social Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
affvenueno abstractunlabeled
Government Public Relations: A Reader
Denise Rudnicki
2009· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
TREC 2016 Total Recall Track Overview.
Maura R. Grossman, Gordon V. Cormack, Adam Roegiest
2016· article· en· Text REtrieval Conference· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
The role of social media in communication about food risks
Julie Henderson, Annabelle Wilson, Trevor Webb, Dean McCullum, Samantha B. Meyer, John Coveney +1 more
2017· article· en· British Food Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
28
citations
affunlabeled
Evaluation and Measurement
Alexander Buhmann, Fraser Likely
2018· other· en· The International Encyclopedia of Strategic Communication· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
aboutno affunlabeled
Global Capabilities in Public Relations
Amy Thurlow, Alexandre Sévigny, Mark Dottori
2018· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
18
citations
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