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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
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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.

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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
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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 19 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 affno abstractunlabeled
First Scrutiny
2003· article· en· Sound Ideas (University of Puget Sound)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Ease
2012· article· en· Sound Ideas (University of Puget Sound)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Tower
2013· article· en· Sound Ideas (University of Puget Sound)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Beach Bones
2009· article· en· Sound Ideas (University of Puget Sound)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Richard Rodgers
2003· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Campus Admissions
2013· article· en· Sound Ideas (University of Puget Sound)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Wright, Robert
2000· article· en· Sound Ideas (University of Puget Sound)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
On Divestment
2015· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Nuove istituzioni
2001· article· it· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Testing Program
2012· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Arachnophilia
2012· article· en· Sound Ideas (University of Puget Sound)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
LMDA New & Noteworthy, May 2020
2020· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Yeston, Maury
2013· article· en· Sound Ideas (University of Puget Sound)· Neuroscience
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Rodgers, Richard
2013· article· en· Sound Ideas (University of Puget Sound)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
LGBTQ Buddhism
2016· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Chicken Casserole
2012· article· en· Sound Ideas (University of Puget Sound)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Freshman Year
2012· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
LMDA Conference Schedule, 2014
2014· article· en· Sound Ideas (University of Puget Sound)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Being Teacher-Scholars in a Liberal Arts Setting
Carolyn Weisz, Kathryn C. Oleson
2010· article· en· Sound Ideas (University of Puget Sound)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
History of Oceanography, Number 13
2001· article· en· Sound Ideas (University of Puget Sound)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Crosscurrents Fall 2010
2010· article· en· Sound Ideas (University of Puget Sound)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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