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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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Laser Material Processing 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
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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.

789 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.
789 works in the cohort · of 4,299,418page 6 of 16

Labels cover 1 of 789 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 789 of 789 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Bonding NiTi to glass with femtosecond laser pulses
L. Quintino, Li Liu, R.M. Miranda, Rui J. C. Silva, Anming Hu, Y. Zhou
2013· article· en· Materials Letters· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
Numerical Investigation of Laser Drilling
N. Bjorndalen, Hadi Belhaj, K. R. Agha, M. R. Islam
2003· article· en· SPE Eastern Regional Meeting· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Cutting NiTi with Femtosecond Laser
L. Quintino, L. Liu, R.M. Miranda, Rui J. C. Silva, A. Hu, Y. Zhou
2013· article· en· Advances in Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Photosensitised PDMS for femtosecond laser writing
Jean-Sébastien Boisvert, A. R. Hlil, Iden Hassan, Jyothis Thomas, Pierre Lorre, Wagner Correr +3 more
2020· article· en· OSA Continuum· Engineering
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Welding of glass pieces
Marc Lévesque, Bruno Labranche, Rosalie Forest, Éric Savard, Sébastien Deshaies, Alain Cournoyer
2010· article· en· Physics Procedia· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations
afffundunlabeled
Simulation of femtosecond laser ablation of silicon
Roman Holenstein, Sean E. Kirkwood, R. Fedosejevs, Ying Y. Tsui
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
afffundunlabeled
Photosensitization agents for fs laser writing in PDMS
Jean-Sébastien Boisvert, A. R. Hlil, Sébastien Loranger, Ali Riaz, Yannick Ledemi, Younès Messaddeq +1 more
2022· article· en· Scientific Reports· Engineering
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About