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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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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
fundfunder
venuejournal
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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 33 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
Adaptive Block Elevation Mapping for Large-scale Scene
Yang Zhou, Shiqiang Zhu, Huang Huang, Yuehua Li, Jason Gu
2022· article· en· 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Fast Adaptation Nonlinear Observer for SLAM
Trevor P. Drayton, Abdul A. Jaiyeola, Nazmul Hoque, Mikhayla Maurer, Hashim A. Hashim
2020· preprint· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pose Maintenance and Localization
2024· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
MAGNETIC-POWERED SOFT SWIMMING MILLI-ROBOT, 34-41.
Xiuzhen Tang, Laliphat Manamanchaiyaporn
2023· article· en· Mechatronic systems and control· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
C-Arm Positionsbestimmung aus einem Röntgenbild mittels Deep Learning
Sebastian Andreß, Hooman Esfandiari, Maternus Herold, Wolfgang Böcker, A J Hodgson, Simon Weidert
2020· article· de· Zeitschrift für Orthopädie und Unfallchirurgie· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
Three Dimensional View Integration
Denis Laurendeau
2014· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Towards Global Localization Using Global Descriptors
Charbel Azzi, Daniel Asmar, Adel Fakih, John Zelek
2016· article· en· Journal of Computational Vision and Imaging Systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Invariant EKF Design for Scan Matching-aided Localization
Martin Barczyk, Silvère Bonnabel, Jean‐Emmanuel Deschaud, François Goulette
2015· preprint· en· arXiv (Cornell University)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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