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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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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
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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.

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 3 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.

affvenueunlabeled
The Museum as Knowledge Environment
Brent Nelson
2015· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
“Reconfiguring Narrative” Using Digital Tools
Sharon Webb
2013· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
Availability and Accessibility of Research Outputs in NARS: A case study with IARI
Gitanjali Tandon, Lalitha Poluru, Sridhar Gutam, Anurag Mishra, H. Chandrasekharan, Priyanka Pandey
2013· article· en· Scholarly and Research Communication· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+research_integrityconsensus · metaresearch+bibliometrics
2
citations
venueno affgemma · scholarly_communicationgpt · metaresearch+scholarly_communicationmodels split
Informing the Digital Archive with Altmetrics
Ashley L. Taylor, Lauren Collister
2019· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affvenuegemma · metaresearch+scholarly_communicationgpt · metaresearch+scholarly_communicationmodels agree
Peer Review, Scholarly Production and a Provocation: Let’s Blow Stuff Up
David N. Wright
2014· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
Developing an Open, Networked Peer Review System
Nina Belojevic
2015· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Lecture 8: Hegemony and Rhetoric Analysis
Gary McCarron
2021· article· fr· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
afffundvenueaboutunlabeled
Can We Interest You?
Teresa Strong‐Wilson, Mindy Carter, Jérôme St‐Amand, Sylvie Wald
2019· article· fr· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundvenueunlabeled
Engineers: Problem Solving in Society
Dena W. McMartin
2013· article· en· Scholarly and Research Communication· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Social Paper: Retooling Student Consciousness
Erin Rose Glass
2015· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Lecture 5: Kenneth Burke
Gary McCarron
2021· article· fr· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Libraries: Sustaining the Digital Reader Experience
Elisabet Brynge, Holly Case, Ellen Forsyth, Gary Green, Ulf Hölke
2015· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueunlabeled
Linked Metadata and New Discoveries
Julienne Pascoe
2015· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
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