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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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Robotic Mechanisms and Dynamics
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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.

1,407 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.
1,407 works in the cohort · of 4,299,418page 26 of 29

Labels cover 3 of 1,407 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 1,407 of 1,407 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
Toward the Creation of a Hybrid 4-UPS CDPR
Paul W. Sanford, Juan A. Carretero, A. Mathis, Stéphane Caro
2023· book-chapter· en· Mechanisms and machine science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
2D Objects
Jorge Angeles, Damiano Pasini
2020· book-chapter· en· Springer tracts in mechanical engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Atlas motion platform split-axle mecanum wheel design
Jane M. Schwering, Mila Kanevsky, M. John D. Hayes, Robert Langlois
2019· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Robotic Motion
Christiane Rousseau, Yvan Saint-Aubin
2008· book-chapter· en· Springer undergraduate texts in mathematics and technology· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Applications of Constrained Optimization
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction to Geometry Construction
Jorge Angeles, Damiano Pasini
2020· book-chapter· en· Springer tracts in mechanical engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Classification of Suspension Systems
Avesta Goodarzi, Amir Khajepour
2017· book-chapter· en· Synthesis lectures on advances in automotive technology· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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