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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.

70 results · 1 filter active ·
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20012020
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
70 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 70 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 70 of 70 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Overview of the TREC 2009 Web Track
Charles L. A. Clarke, Nick Craswell, Ellen M. Voorhees
2009· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
94
citations
affno abstractunlabeled
TREC 2016 Total Recall Track Overview.
Maura R. Grossman, Gordon V. Cormack, Adam Roegiest
2016· article· en· Text REtrieval Conference· Social Sciences
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
TREC 2015 Total Recall Track Overview.
Adam Roegiest, Gordon V. Cormack, Charles L. A. Clarke, Maura R. Grossman
2015· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Overview of the TREC 2010 Legal Track.
Gordon V. Cormack, Maura R. Grossman, Bruce Hedin, Douglas W. Oard
2010· article· en· Text REtrieval Conference· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Overview of the TREC 2012 Contextual Suggestion Track.
Adriel Dean-Hall, Charles L. A. Clarke, Jaap Kamps, Paul Thomas, Ellen M Voorhes
2012· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Overview of the TREC 2016 Real-Time Summarization Track.
Jimmy Lin, Salman Mohammed, Royal Sequiera, Luchen Tan, Nimesh Ghelani, Mustafa Abualsaud +3 more
2016· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Overview of the TREC 2011 Legal Track.
Maura R. Grossman, Gordon V. Cormack, Bruce Hedin, Douglas W. Oard
2011· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Query and Answer Expansion from Conversation History.
Jheng-Hong Yang, Sheng-Chieh Lin, Chuan‐Ju Wang, Jimmy Lin, Ming-Feng Tsai
2019· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Overview of the TREC 2020 Health Misinformation Track.
Charles L. A. Clarke, S. Nasir Aziz Rizvi, Mark D. Smucker, Maria Maistro, Guido Zuccon
2020· article· en· Text REtrieval Conference· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
UWaterlooMDS at the TREC 2017 Common Core Track.
Haotian Zhang, Mustafa Abualsaud, Nimesh Ghelani, Angshuman Ghosh, Mark D. Smucker, Gordon V. Cormack +1 more
2017· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
KlickLabs at TREC 2018 Precision Medicine track.
Lediona Nishani, Maheedhar Kolla, Gaurav Baruah
2018· article· en· Text REtrieval Conference· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
TREC 2020 Podcasts Track Overview.
Rosie Jones, Ben Carterette, Ann Clifton, Jussi Karlgren, Aasish Pappu, Sravana Reddy +3 more
2020· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Query-Structure Based Web Page Indexing
Falah Al-akashi, Diana Inkpen
2012· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Experiments for HARD and Enterprise Tracks.
Olga Vechtomova, Maheedhar Kolla, Murat Karamuftuoglu
2005· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
WaterlooClarke: TREC 2015 Clinical Decision Support Track
Amira Ghenai, Eldar Khalilov, Pavel Valov, Charles L. A. Clarke
2015· article· en· Text REtrieval Conference· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
UWaterlooMDS at the TREC 2018 Common Core Track.
Mustafa Abualsaud, Gordon V. Cormack, Nimesh Ghelani, Amira Ghenai, Maura R. Grossman, Shahin Rahbariasl +2 more
2018· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
WaterlooClarke: TREC 2015 Total Recall Track
Haotian Zhang, Lin Wu, Yipeng Wang, Charles L. A. Clarke, Mark D. Smucker
2015· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Spotify at the TREC 2020 Podcasts Track: Segment Retrieval.
Yongze Yu, Jussi Karlgren, Ann Clifton, Md. Iftekhar Tanveer, Rosie Jones, Hamed Bonab
2020· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
GUCAS at TREC 2011 Microblog Track.
Xin Zhang, Kai Hui, Ben He, Tiejian Luo
2011· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
TREC 2020 Notebook: CAsT Track.
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2020· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The CLaC System at the TREC 2020 News Track.
Pavel Khloponin, Leila Kosseim
2020· article· en· Text REtrieval Conference· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
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