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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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Proceedings of the ... International Florida Artificial Intelligence Research Society Conference
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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
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.

51 results · 1 filter active ·
Results by year
20212025
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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.
51 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 51 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 51 of 51 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Preliminary Thoughts on Defining f(x) for Ethical Machines
Clayton Peterson, Naïma Hamrouni
2022· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
afffundunlabeled
Confusion detection using cognitive ability tests
Caroline Dakoure, Mohamed S. Benlamine, Claude Frasson
2021· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Neuroscience
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Flexible Dirichlet Mixture Model for Multi-modal data Clustering
Seung-Hyun Hong, Fatma Najar, Manar Amayri, Nizar Bouguila
2025· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
2
citations
afffundunlabeled
Learning to Rank with BERT for Argument Quality Evaluation
Charles-Olivier Favreau, Amal Zouaq, Sameer Bhatnagar
2022· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Improving Word Embedding Using Variational Dropout
Zainab Albujasim, Diana Inkpen, Xuejun Han, Yuhong Guo
2023· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Representing Time Series Data in Intelligent Training Systems
Shengnan Hu, Zerong Xi, Greg McGowin, Gita Sukthankar, Stephen M. Fiore, Kevin Oden
2021· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · none
1
citations
affunlabeled
Vehicle Traffic Estimation Using Deep Learning
Meetkumar Patel, Daniel Silver
2022· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Towards binary encoding in Bidirectional Associative Memories
Thaddé Rolon-Merette, Damiem Rolon-Mérette, Sylvain Chartier
2023· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Biogeography-based optimization for feature selection
Mandana Gholami, Malek Mouhoub, Samira Sadaoui
2023· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Using Knowledge Graph Embedding for Fault Detection
Ziad Kobti, Joseph El-Ghaname
2023· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
Committee Listings
Eric Bell, Fazel Keshtkar
2021· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Evaluation of Techniques for Sim2Real Reinforcement Learning
Mahesh Ranaweera, Qusay H. Mahmoud
2023· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Performance Metrics for State-Based Imitation Learning
Mohamed Zalat, Babak Esfandiari
2021· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Online Community Modeling and Moderation
Richard Khoury
2025· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Pedestrian Traffic Prediction using Deep Learning
Riddhi Joshi, Daniel Silver
2022· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
AI Governance in Academia: Guidelines for Generative AI
Clayton Peterson, M. Deschênes
2025· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
RQPool: A Novel Multi-Branch Graph-Level Anomaly Detection
Aaron Alex Philip, Ziad Kobti
2025· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Ethics of AI Explained
Clayton Peterson
2024· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
0
citations
affunlabeled
Preface
Ismaïl Biskri
2025· article· en· Proceedings of the ... International Florida Artificial Intelligence Research Society Conference· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

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