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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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Minerva Access (University of Melbourne)
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Retraction
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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.

81 results · 1 filter active ·
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20052022
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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.
81 works in the cohort · of 4,299,418page 1 of 2

Labels cover 26 of 81 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 81 of 81 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
UniMorph 3.0: Universal Morphology
Arya D. McCarthy, Christo Kirov, Matteo Grella, Amrit Nidhi, Patrick Xia, Kyle Gorman +15 more
2020· article· en· Minerva Access (University of Melbourne)· Computer Science
distilled prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
How can behavioural science help us design better trials? COMMENT
Katie Gillies, Jamie Brehaut, Taylor Coffey, Eilidh Duncan, Jill Francis, Spencer Phillips Hey +3 more
2021· letter· en· Minerva Access (University of Melbourne)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
47
citations
aboutno affunlabeled
Mental Health Law: Abolish or Reform?
Kay Wilson
2021· book· en· Minerva Access (University of Melbourne)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
aboutno affgemma · no categorygpt · no categorymodels split
A dream of a culturally responsive classroom
Melitta Hogarth
2020· article· en· Minerva Access (University of Melbourne)· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
affunlabeled
Situation Calculus Game Structures and GDL
Giuseppe De Giacomo, Yves Lespérance, Adrian R. Pearce
2022· article· en· Minerva Access (University of Melbourne)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
State Support for Peace Processes: A Multi-Country Review
John Langmore, Tania Miletic, A. W. Martin, Nathan Shea
2017· review· en· Minerva Access (University of Melbourne)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
aboutno affgemma · no categorygpt · no categorymodels split
Museum Ethnography in the Digital Age: Ethical Considerations
Natalia Grincheva
2017· book-chapter· en· Minerva Access (University of Melbourne)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
THE IMPACT OF COVID-19 ON VICTORIAN SHARE HOUSEHOLDS
Katrina Raynor, Laura Panza
2020· article· en· Minerva Access (University of Melbourne)· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affgemma · scholarly_communicationgpt · no categorymodels split
Driven by Demand: Public Library Perspectives on the Elending Market
Jenny Kennedy, Rebecca Giblin, Kimberlee Weatherall, Julian Thomas
2020· article· en· Minerva Access (University of Melbourne)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Mutilating words
2022· article· en· Minerva Access (University of Melbourne)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Post-colonialism
2014· other· en· Minerva Access (University of Melbourne)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Environmentalism and land-use planning
2016· other· en· Minerva Access (University of Melbourne)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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