affno abstractunlabeled
O63 Drowning in data, thirsting for knowledge2023· article· en· Animal - science proceedings· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
Cohort builder
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.
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
559 works in the cohort · of 4,299,418page 9 of 12
Labels cover 1 of 559 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 559 of 559 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
affunlabeled
Additional file 1 of Improve hot region prediction by analyzing different machine learning algorithms2021· article· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Two Case Studies2011· other· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Additional file 2 of A stomata imaging and segmentation pipeline incorporating generative AI to reduce dependency on manual groundtruthing2025· article· Figshare· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Additional file 1 of Improve hot region prediction by analyzing different machine learning algorithms2021· article· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Conditional Activation GAN: Improved Auxiliary Classifier GAN2020· preprint· en· IEEE Access· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Learning from past stories of success: values, skills, and attitudes as key determinants of first year postsecondary education completion among Nunavimmiut in Montreal2020· dissertation· en· eScholarship@McGill (McGill)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
Sıralama ve arama algoritmalarının geliştirilmesi2017· dissertation· en· AYBU AVESIS· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Fourier spectral methods for solving the Korteweg-de Vries equation2000· other· en· Library and Archives Canada (Government of Canada)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The use of unlabelled data for supervised learning2001· dissertation· en· The Atrium (University of Guelph)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Newsbrief - updating the Model National Energy Code for Buildings (MNECB)2008· article· en· NPARC· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Classification algorithms and how to distribute them2017· article· en· Computer Science and Software Engineering· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
New Socialist - QUEBEC: "Reasonable Accommodation", A Feminist Response2007· other· fr· OpenEdition (OpenEdition)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Estimated code2023· dataset· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
AllMetrics: A Unified Python Library for Standardized Metric Evaluation in Machine Learning2025· article· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affunlabeled
TOWARDS EXPLAINABLE MACHINE LEARNING OPERATIONS (MLOPS)2023· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
A Quest for AI Knowledge2025· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Multimodal medical data statistical system based on machine learning algorithm2023· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Rewriting Memory: an Efficient Framework for Machine Unlearning in Pretrained Deep Models2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Optimizing view generation in classification datasets2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
How Many and Which Training Points Would Need to be Removed to Flip this Prediction?2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Dataset - variable selection2023· dataset· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Phase-Incremental Decision Trees for Multi-Phase Feature Selection and Interaction in Biologics Manufacturing2025· article· en· PDA Journal of Pharmaceutical Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Correction to: Machine Learning to Analyze Single-Case Data: A Proof of Concept2021· article· en· Perspectives on Behavior Science· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Program2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Peer Review #2 of "MLitB: machine learning in the browser (v0.2)"2015· peer-review· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review of: "Causality in Machine Learning: Innovating Model Generalization through Inference of Causal Relationships from Observational Data"2023· peer-review· en· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
Accounting for variance and hyperparameter optimization in machine learning benchmarks2022· dissertation· fr· Papyrus : Institutional Repository (Université de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Stenus (Nestus) brivioi Puthz 19722012· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Adaptive Fine-Tuning for Multiclass Classification Over Software Requirement Data2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
Variability-Aware Machine Learning Model Selection: Feature Modeling, Instantiation, and Experimental Case Study2024· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affunlabeled
Investigating the Interaction between Data and Algorithms2022· article· en· Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Task-Informed Meta-Learning data2022· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Countwordserror2017· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Exploring Preferential Label Smoothing for Neural Network-based Classifiers2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Enhancing Interpretability in Self-Training with Tsetlin Machines for Mitigating Noisy Pseudo-Labels2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Task-Specific Generative Dataset Distillation with Difficulty-Guided Sampling2025· article· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices2025· article· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
S <sup>4</sup> M: Boosting Semi-Supervised Instance Segmentation with SAM2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Multimodal Large Language Model-Guided ISP Hyperparameter Optimization with Dynamic Preference Learning2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Task-Informed Meta-Learning data2022· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
afffundunlabeled
Learning with Limited Datasets: From Deep-Learning to Traditional Machine-Learning2024· dissertation· en· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
An Adaptive and Diversity-Based Ensemble Method for Binary Classification2017· dissertation· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Applied Metaheuristic Hyperparameter Tuning: Machine Learning in Internet of Things Cybersecurity2025· article· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Large-Scale Fully-Unsupervised Re-Identification2024· article· en· IEEE Transactions on Biometrics Behavior and Identity Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
A Survey of Next-Generation AI and Its Evolving Landscape2025· article· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Evaluating Handwritten and Multimodal, Free-Style Responses in Algorithms and Data Structures: A RAG-LLM-Based Feedback Framework2025· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ChaLearn AutoML Challenges2018· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Quantifying Deep Learning Model Uncertainty in Conformal Prediction2023· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations