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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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Optical measurement and interference techniques
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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.

518 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.
518 works in the cohort · of 4,299,418page 8 of 11

Labels cover 1 of 518 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 518 of 518 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Unwrapping Textile Fabric
Arturo Mendoza, Stéphane Roux, Julien Schneider, Estelle Parra, Enrico Obert
2017· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Flawed validation of FRAX
Gary S. Collins, Yannick Le Manach
2015· letter· ru· Bone· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Calibration of a Multi-Modal 3D Scanner
Chunxue Yang, Pierre Payeur
2006· article· en· 2005 IEEE Instrumentationand Measurement Technology Conference Proceedings· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affunlabeled
Fast Radiometric Compensation for Nonlinear Projectors
Matthew Post, Paul Fieguth, Mohamed A. Naiel, Zohreh Azimifar, Mark Lamm
2018· article· en· Journal of Computational Vision and Imaging Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Study of camera calibration process with ray tracing
Anne-Sophie Poulin-Girard, Xavier Dallaire, A. Veillette, Simon Thibault, Denis Laurendeau
2014· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About