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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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Fractal and DNA sequence analysis
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Label status

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.

266 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.
266 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 266 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 266 of 266 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affunlabeled
DNA Sequence Classification by Convolutional Neural Network
Ngoc Giang Nguyen, Tran Anh Vu, Duc Luu Ngo, Dau Phan, Favorisen Rosyking Lumbanraja, Mohammad Reza Faisal +3 more
2016· article· en· Journal of Biomedical Science and Engineering· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
170
citations
affunlabeled
Numerical representation of DNA sequences
Hon Keung Kwan, Swarna Bai Arniker
2009· article· en· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
83
citations
affno abstractunlabeled
Estimating DNA sequence entropy
J. Kevin Lanctot, Ming Li, En‐hui Yang
2000· article· en· Symposium on Discrete Algorithms· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
81
citations
venueno affunlabeled
Isochords
Tony Bergstrom, Karrie Karahalios, John C. Hart
2007· article· en· Proceedings· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
63
citations
afffundunlabeled
Time-Frequency Analysis via Ramanujan Sums
Lakshmi Sugavaneswaran, Shengkun Xie, Karthikeyan Umapathy, Sridhar Krishnan
2012· article· en· IEEE Signal Processing Letters· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Ramanujan sums and discrete Fourier transforms
S. Samadi, M. Omair Ahmad, M.N.S. Swamy
2005· article· en· IEEE Signal Processing Letters· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
MIC: Mutual Information Based Hierarchical Clustering
Alexander Kraskov, Peter Grassberger
2008· book-chapter· en· Information Theory and Statistical Learning· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
52
citations
afffundunlabeled
Visible Structures in Number Theory
Peter Borwein, Loki Jörgenson
2001· article· en· American Mathematical Monthly· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Wavelet Analysis of DNA Walks
Adrian D. Haimovich, Bruce C. Byrne, Ramakrishna Ramaswamy, William J. Welsh
2006· article· en· Journal of Computational Biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
41
citations
afffundunlabeled
Mapping the Space of Genomic Signatures
Lila Kari, Kathleen A. Hill, Abu Sadat Md. Sayem, Rallis Karamichalis, Nathaniel Bryans, Katelyn Davis +1 more
2015· article· en· PLoS ONE· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
40
citations
fundno affno abstractunlabeled
Ush1c216A knock-in mouse survives Katrina
Jennifer J Lentz, Fu-Ming Pan, San San Ng, Prescott L. Deininger, Bronya J.B. Keats
2006· article· en· Mutation research. Fundamental and molecular mechanisms of mutagenesis· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
37
citations
afffundunlabeled
Additive methods for genomic signatures
Rallis Karamichalis, Lila Kari, Stavros Konstantinidis, Steffen Kopecki, Stephen Solis-Reyes
2016· article· en· BMC Bioinformatics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Principal Component Analysis
Ke-Lin Du, M. N. S. Swamy
2019· book-chapter· en· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
28
citations
afffundunlabeled
Measuring the functional sequence complexity of proteins
Kirk K Durston, David Chiu, David Abel, J. T. Trevors
2007· article· en· Theoretical Biology and Medical Modelling· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
The Dynamics of Biological Systems
Arianna Bianchi, Thomas Hillen, Mark A. Lewis, Yingfei Yi
2019· book· en· Mathematics of planet earth· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Mind, Brain, And Schizophrenia
Peter Williamson
2005· book· en· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Graphical representation of DNA sequences
Swarna Bai Arniker, Hon Keung Kwan
2009· article· en· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
A cognitive fingerprint in human random number generation
Marc-André Schulz, Sebastian Baier, Benjamin Timmermann, Danilo Bzdok, Karsten Witt
2021· article· en· Scientific Reports· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
14
citations

How this was built: Screen · Findings · About