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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 7 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
Geometric probing of dense range data
2002· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Smartphones Based Mobile Mapping Systems
2014· 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
23
citations
aboutno affunlabeled
Arctic Test Flights of the CMU Autonomous Helicopter
2018· article· en· Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affunlabeled
INTEGRATING UAV INTO GEOMATICS CURRICULUM
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 · metaepi_narrowconsensus · none
22
citations
afffundunlabeled
MICRO-RADAR AND UWB AIDED UAV NAVIGATION IN GNSS DENIED ENVIRONMENT
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
21
citations
affno abstractunlabeled
Large-Scale 3D Mapping of Subarctic Forests
2021· book-chapter· en· Springer proceedings in advanced robotics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
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