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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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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.

252 results · 1 filter active ·
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20152025
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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.
252 works in the cohort · of 4,299,418page 2 of 6

Labels cover 3 of 252 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 252 of 252 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Transdisciplinary approaches to critical data studies
Ryan Burns, Blake Hawkins, Anna Lauren Hoffmann, Andrew Iliadis, Jim Thatcher
2018· article· en· Proceedings of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
6
citations
affunlabeled
<scp>ChatGPT</scp> Media Coverage Metrics; Initial Examination
Nicole S. Delellis, Yimin Chen, Sarah Cornwell, Dominique Kelly, Alex Mayhew, Sodiq Onaolapo +1 more
2023· article· en· Proceedings of the Association for Information Science and Technology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
6
citations
affunlabeled
Embodied information practices
Michael Olsson, Annemareé Lloyd, Christopher Lueg, Pamela J. McKenzie
2018· article· en· Proceedings of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
5
citations
affunlabeled
Making an impact through experiential learning
John M. Budd, Clara M. Chu, Keren Dali, Heather L. O'Brien
2015· article· en· Proceedings of the Association for Information Science and Technology· Psychology
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Exploring the function of citations in ancient Chinese literature
Fei Shu, Junping Qiu, Shibin Shu, Vincent Larivière
2019· article· en· Proceedings of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · bibliometrics
4
citations
affunlabeled
“Our Metadata, Ourselves”: The Trans Metadata Collective
Brian M. Watson, Devon Murphy, Beck Schaefer, Jackson Huang
2023· article· en· Proceedings of the Association for Information Science and Technology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Everyday health information seeking among millennials
Joan C. Bartlett, Aaron Bowen‐Ziecheck, Cynthia Kumah, Jamshid Beheshti
2019· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
afffundunlabeled
Envisioning Ethical Mass Influence Systems
Alex Mayhew, Yimin Chen, Sarah Cornwell, S. Delellis Nicole, Dominique Kelly, Yifan Liu +1 more
2022· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
3
citations
afffundunlabeled
Digital sociology and information science research
Devon Greyson, Anabel Quan‐Haase, Nicole A. Cooke, Adam Worrall
2016· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · sts
3
citations
affunlabeled
Data Discovery and Reuse in Data Service Practices: A Global Perspective
Ying‐Hsang Liu, Hsin‐Liang Chen, Makoto P. Kato, Mingfang Wu, Kathleen Gregory
2021· article· en· Proceedings of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
3
citations
affunlabeled
Editorial Behaviors for Biasing Wikipedia Articles
Danielle A. Morris-O’Connor, Andreas Strotmann, Dangzhi Zhao
2022· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
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