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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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Frontiers in Robotics and AI
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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.

119 results · 1 filter active ·
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20172025
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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.
119 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 119 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 119 of 119 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Robotic Manipulation and Capture in Space: A Survey
Evangelos Papadopoulos, Farhad Aghili, Ou Ma, Roberto Lampariello
2021· review· en· Frontiers in Robotics and AI· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
201
citations
affunlabeled
An Overview on Principles for Energy Efficient Robot Locomotion
Navvab Kashiri, Andy Abate, Sabrina J. Abram, Alin Albu‐Schäffer, Patrick Clary, Monica A. Daley +18 more
2018· review· en· Frontiers in Robotics and AI· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
118
citations
affunlabeled
IEEE P7001: A Proposed Standard on Transparency
Alan Winfield, Serena Booth, Louise A. Dennis, Takashi Egawa, Helen Hastie, Naomi Jacobs +7 more
2021· article· en· Frontiers in Robotics and AI· Social Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
fundno affunlabeled
FaceGuard: A Wearable System To Avoid Face Touching
Allan Michael Michelin, Γεώργιος Κορρές, Sara Ba’ara, Hadi Assadi, Haneen Alsuradi, Rony R. Sayegh +2 more
2021· article· en· Frontiers in Robotics and AI· Computer Science
distilled prediction:candidate · noneconsensus · none
28
citations
afffundunlabeled
ODAS: Open embeddeD Audition System
François Grondin, Dominic Létourneau, Cédric Godin, Jean-Samuel Lauzon, Jonathan Vincent, Simon Michaud +2 more
2022· article· en· Frontiers in Robotics and AI· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
fundno affunlabeled
Exploring Co-creative Drawing Workflows
Chipp Jansen, Elizabeth Sklar
2021· article· en· Frontiers in Robotics and AI· Neuroscience
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
BVLOS UAS Operations in Highly-Turbulent Volcanic Plumes
Kieran Wood, Emma Liu, R.J. Clarke, Jim Freer, Alessandro Aiuppa, Gaetano Giudice +3 more
2020· article· en· Frontiers in Robotics and AI· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affaboutunlabeled
RoboEthics in COVID-19: A Case Study in Dentistry
Yaser Maddahi, Maryam Kalvandi, Sofya Langman, Nicole Capicotto, Kourosh Zareinia
2021· article· en· Frontiers in Robotics and AI· Dentistry
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About