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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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Artificial intelligence for engineering design analysis and manufacturing
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Retraction
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Study design
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Label status

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.

60 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
60 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 60 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 60 of 60 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
AIE volume 30 issue 1 Cover and Front matter
2016· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 28 issue 4 Cover and Front matter
Amaresh Chakrabarti, Ashok K. Goel, Mary Lou Maher, Kristina Shea, Yan Jin, Clive L. Dym +3 more
2014· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 32 issue 4 Cover and Front matter
2018· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 31 issue 4 Cover and Front matter
2017· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 29 issue 4 Cover and Front matter
2015· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 34 issue 2 Cover and Front matter
2020· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 33 issue 2 Cover and Front matter
2019· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 29 issue 2 Cover and Front matter
2015· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
AIE volume 33 issue 4 Cover and Front matter
2019· article· en· Artificial intelligence for engineering design analysis and manufacturing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About