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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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Springer tracts in advanced robotics
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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.

37 results · 1 filter active ·
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20042016
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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.
37 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 37 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 37 of 37 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
Experimental Robotics
2013· book· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
123
citations
affno abstractunlabeled
Field and Service Robotics
David Wettergreen, Timothy D. Barfoot
2016· book· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
44
citations
affno abstractunlabeled
Trends in Component-Based Robotics
Davide Brugali, Alex Brooks, Anthony Cowley, Carle Côté, Antonio C. Domínguez‐Brito, Dominic Létourneau +2 more
2007· book-chapter· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Realistic Reconfiguration of Crystalline (and Telecube) Robots
Greg Aloupis, Sébastien Collette, Mirela Damian, Erik D. Demaine, Dania El-Khechen, Robin Flatland +6 more
2009· book-chapter· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Towards Autonomous Robotic Coral Reef Health Assessment
Travis Manderson, Jimmy Li, David Cortés Poza, Natasha K. Dudek, David Meger, Gregory Dudek
2016· book-chapter· en· Springer tracts in advanced robotics· Environmental Science
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Input Devices and Music Interaction
Joseph Malloch, Stephen Sinclair, Avrum Hollinger, Marcelo M. Wanderley
2011· book-chapter· en· Springer tracts in advanced robotics· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Underactuation between the Fingers
Lionel Birglen, Thierry Laliberté, Clément Gosselin
2007· book-chapter· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Dynamic Simulation of the Hand
Shinjiro Sueda, Dinesh K. Pai
2014· book-chapter· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Kinetostatic Analysis of Robotic Fingers
Lionel Birglen, Thierry Laliberté, Clément Gosselin
2007· book-chapter· en· Springer tracts in advanced robotics· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Robotic Micropipette Aspiration of Biological Cells
Ehsan Shojaei-Baghini, Yu Sun
2013· book-chapter· en· Springer tracts in advanced robotics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations

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