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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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Mechanical Failure Analysis and Simulation
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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
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.

214 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.
214 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 214 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 214 of 214 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cable Pulley Test
Jason Nguyen
2021· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Airframe Structural Sizing Automation
Anthony D. Joseph, Anne Koeppel, Robert Daley
2022· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Modes of Failure
S. A. Meguid
2024· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Cable Tension Test
Rutuja Rajendra Anandgaonkar
2023· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Cable Tension Test
Rutuja Rajendra Anandgaonkar
2023· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Critical evaluation of bicycle spindle failure
Janna Fabris, Ibrahim M. Gadala, Wade Gubbels, Darren Michael Bromley
2013· article· en· cIRcle (University of British Columbia)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0197-2510(10)70305-3
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0197-2510(08)70174-8
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Cripping Failure
Atanas Bozdarov
2024· article· en· RACAR Revue d art canadienne· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Retrofit of Damaged Corner Risers by Means of Bolted Connections
André Felipe Schneider, Donald Ziegler, Maxime Pouliot, Daniel Richard, Jason Robillard, Jérémie Blais +2 more
2017· book-chapter· en· ˜The œminerals, metals & materials series· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
CAMPAIGN LIFE ASSESSMENT AND EXTENSION OF MELT SHOP CRANES
Michael G. Ross, Christopher J. Long, Ivan Cruz, Kirsten Braun, Majid Maleki, Robert a Maccrimmon +1 more
2023· article· en· ABM Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Nuken Strain
2019· other· en· OSF Preprints (OSF Preprints)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About