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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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ISPRS International Journal of Geo-Information
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

205 results · 1 filter active ·
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20122025
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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.
205 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 205 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 205 of 205 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Geospatial Data Management Research: Progress and Future Directions
Martin Breunig, Patrick Erik Bradley, Markus Jahn, Paul Vincent Kuper, Nima Mazroob, Norbert Rösch +3 more
2020· article· en· ISPRS International Journal of Geo-Information· Engineering
distilled prediction:candidate · noneconsensus · none
183
citations
afffundunlabeled
Review of Web Mapping: Eras, Trends and Directions
Bert Veenendaal, Maria Antonia Brovelli, Songnian Li
2017· article· en· ISPRS International Journal of Geo-Information· Social Sciences
distilled prediction:candidate · noneconsensus · none
101
citations
affaboutunlabeled
The Potential of Urban Agriculture in Montréal: A Quantitative Assessment
Daniel Haberman, Laura A. Gillies, Aryeh Canter, Valentine Rinner, Laetitia Pancrazi, Federico Martellozzo
2014· article· en· ISPRS International Journal of Geo-Information· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
A Survey on Big Data for Trajectory Analytics
Damião Ribeiro de Almeida, Cláudio de Souza Baptista, Fabio Gomes de Andrade, Amílcar Soares
2020· article· en· ISPRS International Journal of Geo-Information· Computer Science
distilled prediction:candidate · noneconsensus · none
48
citations
fundno affunlabeled
Data Integration for Climate Vulnerability Mapping in West Africa
Alex de Sherbinin, Tricia Chai-Onn, Malanding Jaiteh, Valentina Mara, Linda Pistolesi, E. Schnarr +1 more
2015· article· en· ISPRS International Journal of Geo-Information· Environmental Science
distilled prediction:candidate · noneconsensus · none
35
citations
afffundunlabeled
Visual-LiDAR Odometry Aided by Reduced IMU
Yashar Balazadegan Sarvrood, Siavash Hosseinyalamdary, Yang Gao
2016· article· en· ISPRS International Journal of Geo-Information· Engineering
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
A GIS Tool for Mapping Dam-Break Flood Hazards in Italy
Raffaele Albano, Leonardo Mancusi, Jan Adamowski, Andrea Cantisani, Aurelia Sole
2019· article· en· ISPRS International Journal of Geo-Information· Environmental Science
distilled prediction:candidate · noneconsensus · none
30
citations

How this was built: Screen · Findings · About