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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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The International Journal of Information Diversity & Inclusion (IJIDI)
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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.

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.

96 results · 1 filter active ·
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20162025
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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.
96 works in the cohort · of 4,299,418page 2 of 2

Labels cover 1 of 96 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 96 of 96 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.

fundno affunlabeled
Soy de aquí y de allá
Darleen Martinez
2023· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Queer Spatiality
Rhys Dreeszen Bowman
2024· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Nuanced Archival Triangulation (NAT)
Seth Knievel
2025· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Dusty & Digital Media Literacy Workshops
Jonathan Kabongo, Craig Arthur
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Librarian’s Guide to Homelessness
J. Revolledo Cárdenas
2018· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Information Justice Institute
Rae‐Anne Montague
2023· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Copyright Remix (It's Tricky)
Krystal Kakimoto
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Identity, Familia, and Belonging
Alicia K. Long, Denice Adkins
2025· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
NNELS: A New Model for Accessible Library Service
Kim Johnson
2018· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Forced Migration
Nadia Caidi, Juliane Stiller, Syed Ishtiaque Ahmed, Violeta Trkulja
2020· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Queerly Radical Professional Engagement
Rae‐Anne Montague
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
TopoRadio
E. Silberberg
2023· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Hip Hop as Computational Neuroscience
Ron Eglash
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Neuroscience
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
“So, We Decided to Make a Film”
Elizabeth Kalbfleisch, Saadia Muzaffar, Nadia Caidi
2024· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Library Workplace Idea Book
Martin Chandler
2020· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ask, Listen, Empower
Kalina Grewal
2021· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cultivating Civility
Maura Matesic
2020· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Matter of Facts
Jennifer Grant
2020· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Equity in evidence synthesis
Rachel Keiko Stark, Laura Gaeta
2025· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Health Professions
machine prediction:candidate · metaresearch+open_scienceconsensus · metaresearch
0
citations
fundno affunlabeled
Hood Dreams
Michelle E. Jones
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Book Review: Leveraging Wikipedia
Stacy Allison‐Cassin
2018· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
IJIDI – The new beginning: A welcome editorial
Keren Dali, Paul T. Jaeger
2018· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
The Power of Hip Hop and the Library
Ralph McDaniels, Jill Anderson, Kim McNeil Capers
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Indigenous Research
Stacy Allison‐Cassin
2021· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Agricultural and Biological Sciences
machine prediction:candidate · open_scienceconsensus · none
0
citations
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