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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.

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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International Journal of Geographical Information Systems
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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
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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.

72 results · 1 filter active ·
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20002025
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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.
72 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 72 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 72 of 72 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
A review of quantitative methods for movement data
Jed A. Long, Trisalyn Nelson
2012· review· en· International Journal of Geographical Information Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
184
citations
affunlabeled
General sky models for illuminating terrains
Patrick J. Kennelly, A. James Stewart
2013· article· en· International Journal of Geographical Information Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Visual analytics of delays and interaction in movement data
Maximilian Konzack, Thomas John McKetterick, Tim Ophelders, Maike Buchin, Luca Giuggioli, Jed Long +3 more
2016· article· en· International Journal of Geographical Information Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Toward a kinetic-based probabilistic time geography
Jed Long, Trisalyn Nelson, Farouk S. Nathoo
2013· article· en· International Journal of Geographical Information Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
GeoAI in urban analytics
Stefano De Sabbata, Andrea Ballatore, Harvey J. Miller, Renée Sieber, Ivan Tyukin, Godwin Yeboah
2023· article· en· International Journal of Geographical Information Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Land cover harmonization using Latent Dirichlet Allocation
Zhan Li, Joanne C. White, Michael A. Wulder, Txomin Hermosilla, Andrew Davidson, Alexis Comber
2020· article· en· International Journal of Geographical Information Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
24
citations
afffundunlabeled
Context-aware movement analysis in ecology: a systematic review
Vanessa Brum-Bastos, Marcelina Łoś, Jed Long, Trisalyn Nelson, Urška Demšar
2021· review· en· International Journal of Geographical Information Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
20
citations
affaboutunlabeled
An ontology-based framework for geospatial clustering
Xin Wang, Wei Gu, Danielle Ziébelin, Howard J. Hamilton
2010· article· en· International Journal of Geographical Information Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
fundno affunlabeled
Intentional actions, plans, and information systems
Nikhil Kaza, Lewis D. Hopkins
2011· article· en· International Journal of Geographical Information Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations

How this was built: Screen · Findings · About