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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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Neural Networks and Applications
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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.

2,372 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.
2,372 works in the cohort · of 4,299,418page 10 of 48

Labels cover 1 of 2,372 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 2,372 of 2,372 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Convergence Results for Neural Networks via Electrodynamics
Rina Panigrahy‎, Ali Rahimi, Sushant Sachdeva, Qiuyi Zhang
2018· article· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affunlabeled
On the properties of periodic perceptrons
D.B. McCaughan
2002· article· en· Proceedings of International Conference on Neural Networks (ICNN'97)· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
How and Why Does Category Learning Cause Categorical Perception?
Fernanda Pérez-Gay Juárez, Christian Thériault, Madeline Gregory, Hisham Sabri, Dan Rivas, Stevan Harnad
2017· article· en· International Journal of Comparative Psychology· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
A Unified Approach To Fractal Dimensions
Witold Kinsner
2008· article· en· Journal of Information Technology Research· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Hypothesis Testing with E-values
Aaditya Ramdas, Ruodu Wang
2025· article· en· Foundations and Trends® in Statistics· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Hierarchical Subsampling Networks
Alex Graves
2012· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affunlabeled
Neural networks for estimating intrinsic dimension
Alexey Potapov, Mazhar Ali
2002· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Image and Signal Processing
Abderrahim Elmoataz, Driss Aboutajdine, Fathallah Nouboud, Olivier Lézoray, Driss Mammass
2012· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affunlabeled
STOCHASTIC RADIAL BASIS FUNCTIONS
H.C. Card
2001· article· en· International Journal of Neural Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Chosen Plaintext Attack against Neural Network-Based Symmetric Cipher
M. Arvandi, Alireza Sadeghian
2007· article· en· IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow
11
citations
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