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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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Robotics and Sensor-Based Localization
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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.

1,640 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.
1,640 works in the cohort · of 4,299,418page 24 of 33

Labels cover 0 of 1,640 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 1,640 of 1,640 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Underwater surface recovery and segmentation
Michael Jenkin, Andrew Hogue, Andrew German, Sunbir Gill, Anna Topol, Stephanie Wilson
2007· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Research on Feature Descriptors for Vehicle Detection by LIDAR
Takuma Oiwane, Priscilla Indira Osa, Shuichi Enokida
2019· article· en· Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
3D SLAM for planetary worksite mapping
Chi Hay Tong, Timothy D. Barfoot, Érick Dupuis
2011· article· en· 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
3D SLAM for planetary worksite mapping
Chi Hay Tong, Timothy D. Barfoot, Érick Dupuis
2011· article· en· 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
IMPLEMENTATION AND EVALUATION OF A MOBILE MAPPING SYSTEM BASED ON INTEGRATED RANGE AND INTENSITY IMAGES FOR TRAFFIC SIGNS LOCALIZATION
Mozhdeh Shahbazi, Mohammad Sattari, Saeid Homayouni, M. Saadatseresht
2012· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The COBRA fixed-wing georeferenced imagery dataset
Sajad Saeedi, Carl Thibault, Michael Trentini, Howard Li
2015· article· en· International Journal of Intelligent Unmanned Systems· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Pose-and-Point Estimation Problems
2024· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

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