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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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Scholarly and Research 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
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.

240 results · 1 filter active ·
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20092022
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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.
240 works in the cohort · of 4,299,418page 5 of 5

Labels cover 3 of 240 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 240 of 240 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Special Issue: Altmetrics
Rowland Lorimer, Monique Sherrett
2019· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Advanced Introduction to Platform Economics.
Katherine Reilly
2021· article· en· Scholarly and Research Communication· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Science Communication: Editorial
Rowland Lorimer
2014· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · sts
0
citations
affvenueunlabeled
A Experiment in Hybrid Open-Access Online Scholarly Publishing: Regenerations
Susan Brown, Linda D. Cameron, Mihaela Ilovan, Olga Ivanova, Ruth Knechtel, Andrew MacDonald Andrew MacDonald +3 more
2016· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
0
citations
venueno affunlabeled
Children of the (Touch)screen: A Genesis
Sol Gaitán
2013· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
Editorial
Rowland Lorimer
2019· editorial· en· Scholarly and Research Communication
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
venueno affunlabeled
Re/collections: From Books to Blogs
Ethna Dempsey Lay
2014· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
venueno affunlabeled
Lecture 2: The Presocratics
Gary McCarron
2021· article· fr· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · none
0
citations
affvenueunlabeled
Guest Editorial: Science Communication
Britt D. Hall
2014· editorial· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
0
citations

How this was built: Screen · Findings · About