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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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Sound Ideas (University of Puget Sound)
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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

1,134 results · 1 filter active ·
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20002023
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,134 works in the cohort · of 4,299,418page 14 of 23

Labels cover 3 of 1,134 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 1,134 of 1,134 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Wingman Brewers
2015· article· en· Sound Ideas (University of Puget Sound)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
La luce del Sole
2001· article· es· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Black holes, wormholes, and event horizons
2009· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Astrolabe.
2009· article· en· Sound Ideas (University of Puget Sound)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
The Sound of Glass
2003· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
The Trail, 2023-03-31
2023· article· en· Sound Ideas (University of Puget Sound)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Bibliographical Essay
2000· article· en· Sound Ideas (University of Puget Sound)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Scholarship Don B
2013· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Black & White Football
2013· article· en· Sound Ideas (University of Puget Sound)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Good Vibes Only
2017· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Maxwell’s Demon and the Second Law
2002· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Panel on Digital Technology
Chris Mundigler
2012· article· en· Sound Ideas (University of Puget Sound)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Revolutions, Ad Lib
2009· article· en· Sound Ideas (University of Puget Sound)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Die Minnelehre Des Johann Von Konstanz
2005· article· de· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Introduction
2006· article· en· Sound Ideas (University of Puget Sound)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
A Serendipitous Career
2007· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Admissions Outtakes #2
2013· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Touring
2009· article· en· Sound Ideas (University of Puget Sound)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Tamanawas 2014
2014· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews
2010· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Loewe, Frederick
2013· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Integration
2011· article· en· Sound Ideas (University of Puget Sound)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Parker Paint #3
2013· article· en· Sound Ideas (University of Puget Sound)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Reproductive Technology
2003· article· en· Sound Ideas (University of Puget Sound)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Randy Roberts
2013· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Unipolarity and Its Benefits
2011· article· en· Sound Ideas (University of Puget Sound)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Editorial
2010· article· es· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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