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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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Spectroscopy Techniques in Biomedical and Chemical Research
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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.

1,088 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.
1,088 works in the cohort · of 4,299,418page 1 of 22

Labels cover 1 of 1,088 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 1,088 of 1,088 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Intraoperative brain cancer detection with Raman spectroscopy in humans
Michael Jermyn, Kelvin Mok, Jeanne Mercier, Joannie Desroches, Julien Pichette, Karl Saint-Arnaud +4 more
2015· article· en· Science Translational Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
623
citations
affunlabeled
A Comprehensive Review on Raman Spectroscopy Applications
Andrea Orlando, Filippo Franceschini, Cristian Muscas, Solomiya Pidkova, Mattia Bartoli, Massimo Rovere +1 more
2021· review· en· Chemosensors· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
395
citations
affunlabeled
Two-Dimensional Wavelets and their Relatives
Jean-Pierre Antoine, Romain Murenzi, Pierre Vandergheynst, S. Twareque Ali
2004· book· en· Cambridge University Press eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
335
citations
afffundunlabeled
Raman Spectroscopy of Blood and Blood Components
Chad G. Atkins, Kevin Buckley, Michael W. Blades, Robin F. B. Turner
2017· review· en· Applied Spectroscopy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
296
citations
afffundunlabeled
Raman spectroscopy of in vivo cutaneous melanin
Zhiwei Huang, Harvey Lui, X. K. Chen, Abdulmajeed Alajlan, David I. McLean, Haishan Zeng
2004· article· en· Journal of Biomedical Optics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
243
citations
fundno affunlabeled
Overview of SWIR detectors, cameras, and applications
Marc P. Hansen, Douglas S. Malchow
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
200
citations
afffundunlabeled
Quasar: Easy Machine Learning for Biospectroscopy
Marko Toplak, Stuart Read, Christophe Sandt, Ferenc Borondics
2021· article· en· Cells· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
178
citations
aboutno affunlabeled
Commentary on “Goodacre R, Timmins ÉM, Rooney PJ, Rowland JJ, Kell DB: Rapid identification of <i>Streptococcus</i> and <i>Enterococcus</i> species using diffuse reflectance-absorbance Fourier transform infrared spectroscopy and artificial neural networks. FEMS Microbiol Lett 1996; 140:233-239”, the most cited paper in the Journal for that year
Royston Goodacre, Douglas B. Kell
2017· letter· en· FEMS Microbiology Letters· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
165
citations
affunlabeled
Spectropathology for the next generation: Quo vadis?
Hugh J. Byrne, Małgorzata Barańśka, Gerwin J. Puppels, Nicholas Stone, Bayden R. Wood, Kathleen Gough +4 more
2015· review· en· The Analyst· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
120
citations
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