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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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Hydraulic and Pneumatic Systems
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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
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venuejournal
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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.

819 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.
819 works in the cohort · of 4,299,418page 10 of 17

Labels cover 1 of 819 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 819 of 819 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
THE EXPERIMENTAL RESEARCH ON AXIS ORBIT OF MIXED-FLOW PUMP
Qian Li, Wei Li, Leilei Ji, Weidong Shi, Xiaofan Zhao, Jiang Xiaoping
2017· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Prediction of oil film thickness in trochoidal pump
R. Tomović, Lozica Ivanović, Tihomir Mačkić, Blaža Stojаnović, Jasna Glišović
2020· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Hybrid Simulation Framework for Multi-hazard Testing
Elias Strepelias, Νικόλαος Σταθάς, Xenofon Palios, Stathis Bousias
2020· article· en· American Journal of Civil Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
WHICH WILL WIN IN THE GEAR PUMP TECHNOLOGY
Hai-Lin Zhu, Jun Pan, Min Zou, Hong-Nen Wu, Xingpei Qin
2013· article· en· Transactions of the Canadian Society for Mechanical Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About