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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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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.

84 results · 1 filter active ·
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20112025
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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.
84 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Unified Kinematics of Parallel Schönflies Robots
Paul Zsombar-Murray, Martin Pfurner
2019· book-chapter· en· Mechanisms and machine science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Optimum Design of Cam Mechanisms
Ion Simionescu, M. Éné, Liviu Ciupitu
2011· book-chapter· en· Mechanisms and machine science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Design and Prototyping of a New 3-DOF SCARA-Like Robot
Houssem-Eddine Souayah, Tan-Sy Nguyen, Jean Brousseau, Jean-Christian Méthot
2025· book-chapter· en· Mechanisms and machine science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Throwing Capabilities of Manipulators
André Gallant, Clément Gosselin
2023· book-chapter· en· Mechanisms and machine science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Stationary Distance Between Spatial Conics
Paul Zsombor-Murray
2018· book-chapter· en· Mechanisms and machine science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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
distilled prediction:candidate · noneconsensus · none
0
citations
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