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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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Lecture notes in social networks
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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.

76 results · 1 filter active ·
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20112025
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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.
76 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 76 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 76 of 76 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Co-offending Network Mining
Patricia L. Brantingham, Martin Ester, Richard Frank, Uwe Glässer, Mohammad A. Tayebi
2011· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
30
citations
affno abstractunlabeled
Social Network Analysis in Predictive Policing
Mohammad A. Tayebi, Uwe Glässer
2016· book· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Privacy in Online Social Networks
Elie Raad, Richard Chbeir
2013· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
14
citations
affno abstractunlabeled
Social Network Analysis in Predictive Policing
Mohammad A. Tayebi, Uwe Glässer
2016· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
Covid-19 and Vaccine Tweet Analysis
Eren Alp, Bedirhan Gergin, Yiğit Ahmet Eraslan, Mert Can Çakmak, Reda Alhajj
2022· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Social Networks and Surveillance for Society
Tansel Özyer, Sambit Bakshi, Reda Alhajj
2018· book· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Public Health Intelligence and the Internet
David L. Buckeridge, John S. Brownstein, Arash Shaban‐Nejad
2017· book· en· Lecture notes in social networks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Applications of Data Management and Analysis
Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj
2018· book· en· Lecture notes in social networks· Decision Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Personalized Crime Location Prediction
Mohammad A. Tayebi, Uwe Glässer
2016· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Text-Based Analysis of Emotion by Considering Tweets
Kashfia Sailunaz, Tansel Özyer, Jon Rokne, Reda Alhajj
2018· book-chapter· en· Lecture notes in social networks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Analysis of Link Prediction Algorithms in Hashtag Graphs
Logan Praznik, Mohiuddin Md Abdul Qudar, Chetan Mendhe, Gautam Srivastava, Vijay Mago
2021· book-chapter· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Detecting Jailbreaking Prompts: an Anti-Persuasion Filter Framework
Giuseppe Fenza, Mariacristina Gallo, Vincenzo Loia, Alessandro Nicolosi, Claudio Stanzione
2025· book-chapter· en· Lecture notes in social networks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
affno abstractunlabeled
On Detecting Multidimensional Communities
Amani Chouchane, Oualid Boutemine, Mohamed Bouguessa
2019· book-chapter· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Frequent and Non-frequent Sequential Itemsets Detection
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2017· book-chapter· en· Lecture notes in social networks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Detecting Trending Topics and Influence on Social Media
Miray Onaran, Ceren Yılmaz, Feridun Cemre Gülten, Tansel Özyer, Reda Alhajj
2023· book-chapter· en· Lecture notes in social networks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Co-offence Prediction
Mohammad A. Tayebi, Uwe Glässer
2016· book-chapter· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Organized Crime Group Detection
Mohammad A. Tayebi, Uwe Glässer
2016· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Conclusion
Mosab Alfaqeeh, David B. Skillicorn
2024· book-chapter· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Mosab Alfaqeeh, David B. Skillicorn
2024· book-chapter· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Structure of Co-offending Networks
Mohammad A. Tayebi, Uwe Glässer
2016· book-chapter· en· Lecture notes in social networks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Social Network Data
Mosab Alfaqeeh, David B. Skillicorn
2024· book-chapter· en· Lecture notes in social networks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Explainable Data-Driven Digital Twin for Stress Management
Sandra Kumi, Richard K. Lomotey, Madhurima Ray, E R Cunningham, Ralph Deters
2025· book-chapter· en· Lecture notes in social networks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Detecting Comorbidity Using Machine Learning
Yanessa Mari Lacsamana, Camilla Suarez Viltres, Ahmed Al Marouf, Kashfia Sailunaz, Reda Alhajj
2024· book-chapter· en· Lecture notes in social networks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations

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