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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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Autonomous Robots
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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.

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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.

79 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.
79 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 79 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 79 of 79 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
RHex: A Biologically Inspired Hexapod Runner
Richard Altendorfer, N. Moore, M. Buehler, H.B. Brown, D. McMordie, Uluc̣ Saranlı +2 more
2001· article· en· Autonomous Robots· Engineering
machine prediction:candidate · noneconsensus · none
410
citations
afffundunlabeled
Revisiting active perception
Růžena Bajcsy, Yiannis Aloimonos, John K. Tsotsos
2017· article· en· Autonomous Robots· Engineering
machine prediction:candidate · noneconsensus · none
310
citations
afffundno abstractunlabeled
Roball, the Rolling Robot
François Michaud, S. Caron
2002· article· en· Autonomous Robots· Engineering
machine prediction:candidate · noneconsensus · none
163
citations
afffundunlabeled
Large language models for chemistry robotics
Naruki Yoshikawa, Marta Skreta, Kourosh Darvish, Sebastian Arellano-Rubach, Zhi Ji, Lasse Bjørn Kristensen +7 more
2023· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
100
citations
affunlabeled
The ManyEars open framework
François Grondin, Dominic Létourneau, François Ferland, Vincent Rousseau, François Michaud
2013· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
65
citations
afffundno abstractunlabeled
Multi-robot repeated area coverage
Pooyan Fazli, Alireza Davoodi, Alan K. Mackworth
2013· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
62
citations
affno abstractunlabeled
Semantic visual SLAM in dynamic environment
Shuhuan Wen, Pengjiang Li, Yongjie Zhao, Hong Zhang, Fuchun Sun, Zhe Wang
2021· article· en· Autonomous Robots· Engineering
machine prediction:candidate · noneconsensus · none
53
citations
afffundno abstractunlabeled
Decentralized progressive shape formation with robot swarms
Guannan Li, David St-Onge, Carlo Pinciroli, Andrea Gasparri, Emanuele Garone, Giovanni Beltrame
2018· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
42
citations
affno abstractunlabeled
Data Communications for Internet Robots
Peter Liu, Max Q.‐H. Meng, Simon X. Yang
2003· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
34
citations
afffundno abstractunlabeled
Spartacus attending the 2005 AAAI conference
François Michaud, Carle Côté, Dominic Létourneau, Yannick Brosseau, Jean-Marc Valin, Éric Beaudry +10 more
2006· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
Locating sensor nodes on construction projects
François Caron, Saiedeh Razavi, Jongchul Song, Philippe Vanheeghe, Emmanuel Duflos, Carlos Caldas +1 more
2006· article· en· Autonomous Robots· Engineering
machine prediction:candidate · noneconsensus · none
24
citations
fundno affno abstractunlabeled
Anytime merging of appearance-based maps
Gorkem Erinc, Stefano Carpin
2013· article· en· Autonomous Robots· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
afffundno abstractunlabeled
Search and rescue with sparsely connected swarms
Ulrich Dah-Achinanon, Seyed Ehsan Marjani Bajestani, Pierre–Yves Lajoie, Giovanni Beltrame
2023· article· en· Autonomous Robots· Engineering
machine prediction:candidate · noneconsensus · none
14
citations

How this was built: Screen · Findings · About