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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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Advances in spatial science
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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.

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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.

19 results · 1 filter active ·
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20002024
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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.
19 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 19 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 19 of 19 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.

affno abstractunlabeled
Innovation System Frontiers
Brian Wixted
2009· book· en· Advances in spatial science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Deterministic Time Table Transit Assignment
Isabelle Constantin, Michaël Florian, Heinz Spiess
2002· book-chapter· en· Advances in spatial science· Social Sciences
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Regional Resilience and Dependence on Tourism in a Changing Climate
André Samora-Arvela, Patrícia Pinto, Τhomas Panagopoulos, Eric Vaz, Jorge Ferreira, Helena Pina +1 more
2024· book-chapter· en· Advances in spatial science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Progress in Spatial Analysis: Introduction
Antonio Páez, Julie Le Gallo, Ron Buliung, Sandy Dall’erba
2009· book-chapter· en· Advances in spatial science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Conclusion: Resilience—What’s Next?
Eric Vaz, Hugo Pinto
2018· book-chapter· en· Advances in spatial science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Household Behaviour in the Oregon2 Model
J. D. Hunt, J. E. Abraham, Tara Weidner
2010· book-chapter· en· Advances in spatial science· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
French Airports Case Study
Estelle Malavolti-Grimal, Frédéric Marty
2023· book-chapter· en· Advances in spatial science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Clustering Internationalisation
Brian Wixted
2009· book-chapter· en· Advances in spatial science· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Beyond Borders: Trade and Networks
Brian Wixted
2009· book-chapter· en· Advances in spatial science· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Argentina’s Regional Performance: 1970–2010
Víctor Jorge Elías, Mauro Alem, Julio Elías, Maria Antonella Mancino
2013· book-chapter· en· Advances in spatial science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations

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