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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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Advanced Data Compression 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.

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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.

855 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.
855 works in the cohort · of 4,299,418page 7 of 18

Labels cover 0 of 855 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 855 of 855 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Visual objects refine head direction coding
Dominique Siegenthaler, Henry Denny, Sofía Skromne Carrasco, Joceli Mayer, Adrien Peyrache, Stuart Trenholm +1 more
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Multiple, arbitrary shape ROI coding with zerotree based wavelet coders
A. Cuhadar, S. Tasdoken
2003· article· en· 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03).· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
5
citations
affno abstractunlabeled
An Optimized Two-Stage Method for Ultrasound Breast Image Compression
Nima Sahba, Vahid Tavakoli, Hamid Behnam, Alireza Ahmadian, Nasrin Ahmadinejad, Javad Alirezaie
2008· book-chapter· en· World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Content-Aware Cross-Modal Stream Transmission
哲太郎 上原, Xin Wei, Liang Zhou, Weihua Zhuang
2024· article· en· IEEE Wireless Communications Letters· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
A constraint-based analysis of intraspeaker variation
Jeffrey Steele, Julie Auger
2002· book-chapter· en· Amsterdam studies in the theory and history of linguistic science. Series 4, Current issues in linguistic theory· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
5
citations
affunlabeled
Customizable ROI-Based Deep Image Compression
Jian Jin, Fanxin Xia, Feng Ding, Xinfeng Zhang, Meiqin Liu, Yao Zhao +2 more
2025· article· en· IEEE Transactions on Circuits and Systems for Video Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
L2 Optimized Predictive Image Coding with L∞ Bound
Sceuchin Chuah, Sorina Dumitrescu, Xiaolin Wu
2013· article· en· MacSphere (McMaster University)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Spectra of multimode coded signals
I.J. Fair, Y. Zhu, Alec Hughes
2006· article· en· IEE Proceedings - Communications· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
JPEG Compliant Compression for DNN Vision
Ahmed H. Salamah, Kaixiang Zheng, Linfeng Ye, En‐hui Yang
2024· article· en· IEEE Journal on Selected Areas in Information Theory· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
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