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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
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.

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 25 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.

venueno affunlabeled
A Filtering Method for Fast Convex Hull Construction
Fatimah Alshehri, Reham Alshamrani
2022· article· en· Journal of Ubiquitous Systems and Pervasive Networks· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Sensor Fusion for SLAM Based on Information Theory
Xinzheng Zhang, A.B. Rad, Yiu-Kwong Wong, Yan Liu, Xuemei Ren
2010· article· en· Journal of Intelligent & Robotic Systems· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Learned trafficability for UGVs: inferring geometry from imagery
Gregory S. Broten, David Mackay, Bruce L. Digney
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Visualizing positional uncertainty in freehand 3D ultrasound
Houssem-Eddine Gueziri, Michael J. McGuffin, Catherine Laporte
2014· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Unified Calibration Technique for Augmented-Reality Ultrasound-Guided Interventions
Elvis C. S. Chen, Daniel R. Allen, Joeana Cambranis-Romero, Terry M. Peters
2022· article· en· 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
WHY THE HORIZON IS IMPORTANT FOR AIRBORNE SENSE AND AVOID APPLICATIONS
Cyrus Minwalla, Kristopher Ellis
2015· 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
3D vision for nuclear reactor retrofit tool docking
Jay Stavnitzky, Frederic Rivollier
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Sensing and sensing-of-sensing with drones
Steve Mann, Samir Khaki, Jaden Bhimani, Gaël Vergès, Faraz Sadrzadeh-Afsharazar
2021· article· en· 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
General Concept of 3D SLAM
Peter Zhang, Evangelous Millos, Jason Gu
2009· book-chapter· en· InTech eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
THE FEASIBILITY OF 3D POINT CLOUD GENERATION FROM SMARTPHONES
Naif Muidh Alsubaie, Naser El‐Sheimy
2016· 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

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