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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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Springer series in optical sciences/SPringer series in optical sciences
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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.

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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.

20 results · 1 filter active ·
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20032023
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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.
20 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 20 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 20 of 20 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cavity-Enhanced Spectroscopy and Sensing
G. Gagliardi, Hans‐Peter Loock
2013· book· en· Springer series in optical sciences/SPringer series in optical sciences· Chemical Engineering
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
237
citations
affno abstractunlabeled
Photonic Microresonator Research and Applications
Ioannis Chremmos, Otto Schwelb, Nikolaos Uzunoglu
2010· book· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · none
135
citations
affno abstractunlabeled
Quantum Photonics: Pioneering Advances and Emerging Applications
Robert W. Boyd, Svetlana G. Lukishova, Victor N. Zadkov
2019· book· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
22
citations
affno abstractunlabeled
Ultrafast Optics IV
Ferenc Krausz, G. Korn, P. B. Corkum, Ian A. Walmsley
2004· book· en· Springer series in optical sciences/SPringer series in optical sciences· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
20
citations
affno abstractunlabeled
Optical Coatings on Plastics
L. Martinů, J.E. Klemberg-Sapieha
2003· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow
11
citations
affno abstractunlabeled
Laser Processed Photonic Devices
Jérôme Lapointe, Raman Kashyap
2014· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · metaepi_narrow
7
citations
affno abstractunlabeled
Raman Microscopy : A Versatile Approach to Bio-Imaging
John J. McGarvey, J. Renwick Beattie
2012· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
4
citations
affno abstractunlabeled
Attosecond Science
P. B. Corkum
2013· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts+insufficient_payload
3
citations
affno abstractunlabeled
Band-Limited Microresonator Reflectors and Mirror Structures
Otto Schwelb, Ioannis Chremmos
2010· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
3
citations
afffundno abstractunlabeled
Advances in Near-Field Optics
Reuven Gordon
2023· book· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow+research_integrity
3
citations
affno abstractunlabeled
Controlling High-Harmonic Generation via Molecular Alignment
D. Zeidler, Julie Lévesque, Jiro Itatani, K. Lee, P. W. Dooley, I. V. Litvinyuk +2 more
2004· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Optical Coatings for Displays
Li Li
2003· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts
2
citations
affno abstractunlabeled
Cavity-Enhanced Spectroscopy on Silica Microsphere Resonators
Jack A. Barnes, G. Gagliardi, Hans‐Peter Loock
2013· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
2
citations
affno abstractunlabeled
Dissipative Solitons in Microresonators
Cristina Rimoldi, Bennet Fischer, Luigi Di Lauro, Mario Chemnitz, Alessia Pasquazi, David Moss +1 more
2022· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Femtosecond Electron Optics: Towards Atomically Resolved Transition States
Bradley J. Siwick, Jason R. Dwyer, Robert E. Jordan, Christoph T. Hebeisen, R. J. Dwayne Miller
2004· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow
0
citations
affno abstractunlabeled
Analytical Methods for (Near-Field) Optics and Plasmonics
Reuven Gordon
2023· book-chapter· en· Springer series in optical sciences/SPringer series in optical sciences· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
0
citations

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