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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
Evidence
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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 2 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.

afffundvenueaboutunlabeled
Strategies for Sustaining Complex Partnerships
Naomi Nichols, Stephen Gaetz
2014· article· en· Scholarly and Research Communication· Health Professions
distilled prediction:candidate · stsconsensus · none
4
citations
affvenueunlabeled
INKE Administrative Structure: Omnibus Document
Lynne Siemens
2012· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
4
citations
affvenueunlabeled
Interfacing the Collection
Daniel Sondheim, Geoffrey Rockwell, Mihaela Ilovan, Milena Radzikowska, Stan Ruecker
2012· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · stsconsensus · none
4
citations
affvenueaboutunlabeled
Implementing a Social Knowledge Creation Environment
Matthew Hiebert, W. Richard Bowen, Ray Siemens
2015· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
afffundvenueunlabeled
Implementing New Knowledge Environments: Year One Research Foundations
Ray Siemens, Lynne Siemens, Richard Cunningham, Alan Galey, Stan Ruecker, Claire Warwick
2012· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueunlabeled
Expert/Crowd-Sourcing for the Linked Modernisms Project
Stephen A. Ross, Alex Christie, Jentery Sayers
2014· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
affvenueunlabeled
Why Fabricate?
Jentery Sayers
2015· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
3
citations
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
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 affunlabeled
Towards an Architecture for Active Reading
Christian Wittern
2013· article· en· Scholarly and Research Communication· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affvenueunlabeled
Developing the Read/Write Library
Lisa Goddard
2016· article· en· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Transliterate Reading
Suzana Sukovic
2015· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affvenueaboutunlabeled
Introduction: "Building Partnerships to Transform Scholarly Publishing"
Alyssa Arbuckle, Constance Crompton, Aaron Mauro
2014· article· en· Scholarly and Research Communication· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+scholarly_communication
2
citations

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