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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
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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 22 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
Self-organizing visual maps
Robert B. Sim, Gregory Dudek
2004· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
MOBILE LASER SCANNING SYSTEMS FOR GPS/GNSS-DENIED ENVIRONMENT MAPPING
Chenglu Wen, Yifan Xia, Yidu Lian, Yudi Dai, Jin Tan, Chunjin Wang +1 more
2018· 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 · metaepi_narrowconsensus · none
3
citations
affunlabeled
Pan-tilt-zoom SLAM for Sports Videos
Jikai Lu, Jianhui Chen, James J. Little
2019· article· en· British Machine Vision Conference· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
COMPARISON OF 2D AND 3D APPROACHES FOR THE ALIGNMENT OF UAV AND LIDAR POINT CLOUDS
Ravi Ancil Persad, Costas Armenakis
2017· 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 · stsconsensus · none
2
citations
affunlabeled
AN EVALUATION OF SOLID-STATE LIDAR FOR LOCALIZATION AND HD POINT CLOUD MAPPING
Yong-En Lu, Kai‐Wei Chiang, M.-L. Tsai, Y.-T. Chiu, Surachet Srinara, Tzu‐Yi Wu +1 more
2023· 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
2
citations
affunlabeled
Mobile 3D object detection in clutter
David Meger, James J. Little
2011· article· en· 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
A hybrid to range image detection
Naokazu Yokoya, Martin D. Levine
2003· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
3D Visual Homing for Commodity UAVs
Hao Cai, Sipan Ye, Andrew Vardy, Minglun Gong
2018· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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