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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 Neural Network 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.

affaffiliation
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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.

1,336 results · 1 filter active ·
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20012025
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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.
1,336 works in the cohort · of 4,299,418page 15 of 27

Labels cover 0 of 1,336 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 1,336 of 1,336 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
SpeedyLoader
Rahma Nouaji, Stella Bitchebe, Oana Balmau
2024· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
LE-CapsNet: A Light and Enhanced Capsule Network
Pouya Shiri, Amirali Baniasadi
2021· article· en· 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
Synthetic Data for Sentinel-2 Semantic Segmentation
Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain
2024· article· en· Remote Sensing· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Coarse-to-Fine Object Recognition Using Shock Graphs
Aurelie Bataille, Sven Dickinson
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Sensor Fusion Operators for Multimodal 2D Object Detection
Morteza Mousa Pasandi, Tianran Liu, Yahya Massoud, Robert Laganière
2022· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
aboutno affunlabeled
A Multi-blocked Image Classifier for Deep Learning
Nawaz Muhammad Hamza Shah, Muhammad Junaid, Nawab Muhammad Faseeh, Dong Ryeol Shin
2020· article· en· Mehran University Research Journal of Engineering and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
DeepFlux for Skeletons in the Wild
Yukang Wang, Yongchao Xu, Stavros Tsogkas, Xiang Bai, Sven Dickinson, Kaleem Siddiqi
2018· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Exploiting Explainable Metrics for Augmented SGD
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis
2022· article· en· 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Rapid Image Labeling via Neuro-Symbolic Learning
Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li +1 more
2023· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Deep learning with connectomes
Nicha C. Dvornek, Xiaoxiao Li
2023· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
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