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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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Springer briefs in geography
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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.

20 results · 1 filter active ·
Results by year
20152022
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
20 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 20 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 20 of 20 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Smart Cities in Asia: An Introductory Note
B. Courtney Doagoo
2022· book-chapter· en· Springer briefs in geography· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Urbanization in China
Gao‐xiang Li, Huhua Cao
2021· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
A Brief Orientation in the Literature
Kristof Van Assche, Petruţa Teampău
2015· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Neoliberalism Exasperates the Problem of Climate Change
William N. Holden, Kathleen Nadeau, Emma Porio
2017· book-chapter· en· Springer briefs in geography· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Conclusion
Mary J. Thornbush, Oleg Golubchikov
2019· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Implications
Mary J. Thornbush
2015· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Conclusion
William Holden, Kathleen Nadeau, Emma Porio
2017· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Gao‐xiang Li, Huhua Cao
2021· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Methodology
Gao‐xiang Li, Huhua Cao
2021· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Conclusion
Gao‐xiang Li, Huhua Cao
2021· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Findings from Follow-up Interviews
Liette Vasseur, Mary J. Thornbush, Steve Plante
2017· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Methodology
Liette Vasseur, Mary J. Thornbush, Steve Plante
2017· book-chapter· en· Springer briefs in geography· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About