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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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SMARTech Repository (Georgia Institute of Technology)
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

48 results · 1 filter active ·
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20042023
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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.
48 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 48 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 48 of 48 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.

afffundunlabeled
Physically-based Models for Liquid Sounds.
Kees van den Doel
2004· article· en· SMARTech Repository (Georgia Institute of Technology)· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Adding sound to medical data representation
George I Mihalas, Lucian Dragos Popescu, Antoanela Naaji, Minodora Andor, Sorin Paralescu, Anca Tudor +1 more
2015· article· en· SMARTech Repository (Georgia Institute of Technology)· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affno abstractunlabeled
2nd Quarter Highlights, FY 2007-2008
2008· article· en· SMARTech Repository (Georgia Institute of Technology)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
1st Quarter Highlights, Volume 4, Issue 1
2005· article· en· SMARTech Repository (Georgia Institute of Technology)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Facilities Quarterly, Summer 2003
2007· article· en· SMARTech Repository (Georgia Institute of Technology)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
2nd Quarter Highlights, Volume 4, Issue 2
2005· article· en· SMARTech Repository (Georgia Institute of Technology)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
3rd Quarter Highlights, Volume 4, Issue 3
2005· article· en· SMARTech Repository (Georgia Institute of Technology)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
1st Quarter Highlights, FY 2007-2008
2007· article· en· SMARTech Repository (Georgia Institute of Technology)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Invest in Open
2019· other· en· SMARTech Repository (Georgia Institute of Technology)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Open Access in the Global South
Charlie Bennett, Wendy Hagenmaier, Fred Rascoe, Emy Decker, Ameet Doshi
2018· article· en· SMARTech Repository (Georgia Institute of Technology)· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Efficient Algorithms for Semantic Scene Parsing
Raquel Urtasun
2013· article· en· SMARTech Repository (Georgia Institute of Technology)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
RNAV RNP Procedures for Ontario, California
Kevin Elmer
2007· article· en· SMARTech Repository (Georgia Institute of Technology)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Gender Equity in Engineering - Our Own Worst Enemy
Peter J. Ludovice, William D. Hunt, Jenny Hunt
2011· article· en· SMARTech Repository (Georgia Institute of Technology)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cruising the Library
Charlie Bennett, Ameet Doshi, Wendy Hagenmaier, Fred Rascoe
2019· article· en· SMARTech Repository (Georgia Institute of Technology)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Library of Parliament (Happy Canada Day!)
2022· other· en· SMARTech Repository (Georgia Institute of Technology)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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