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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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Emotion and Mood Recognition
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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.

733 results · 1 filter active ·
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20002025
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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.
733 works in the cohort · of 4,299,418page 1 of 15

Labels cover 0 of 733 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 733 of 733 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Emotional Expression: Advances in Basic Emotion Theory
Dacher Keltner, Disa Sauter, Jessica L. Tracy, Alan Cowen
2019· article· en· Journal of Nonverbal Behavior· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
512
citations
afffundunlabeled
The automaticity of emotion recognition.
Jessica L. Tracy, Richard W. Robins
2008· article· en· Emotion· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
292
citations
afffundunlabeled
Learning deep physiological models of affect
Héctor P. Martínez, Yoshua Bengio, Georgios N. Yannakakis
2013· article· en· IEEE Computational Intelligence Magazine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
287
citations
affno abstractunlabeled
Emotion detection from text and speech: a survey
Kashfia Sailunaz, Manmeet Dhaliwal, Jon Rokne, Reda Alhajj
2018· article· en· Social Network Analysis and Mining· Psychology
distilled prediction:candidate · noneconsensus · none
260
citations
affno abstractunlabeled
Norms of valence and arousal for 14,031 Spanish words
Hans Stadthagen-González, Constance Imbault, Miguel Ángel Pérez Sánchez, Marc Brysbaert
2016· article· en· Behavior Research Methods· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
202
citations
fundno affunlabeled
Automatic Pain Recognition from Video and Biomedical Signals
Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
2014· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
168
citations
aboutno affunlabeled
Real-Time Speech Emotion Analysis for Smart Home Assistants
Rajdeep Chatterjee, Saptarshi Mazumdar, R. Simon Sherratt, Rohit Halder, Tanmoy Maitra, Debasis Giri
2021· article· en· IEEE Transactions on Consumer Electronics· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
130
citations
afffundunlabeled
Automatically detecting pain using facial actions
Patrick Lucey, Jeffrey F. Cohn, Simon Lucey, Iain Matthews, Sridha Sridharan, Kenneth M. Prkachin
2009· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
127
citations
aboutno affunlabeled
Multilayer Neural Network Based Speech Emotion Recognition for燬mart燗ssistance
Sandeep Kumar, MohdAnul Haq, Arpit Jain, C. Andy Jason, Nageswara Rao Moparthi, Nitin Mittal +1 more
2022· article· en· Computers, materials & continua/Computers, materials & continua (Print)· Psychology
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
85
citations
aboutno affunlabeled
Emotion Detection from Speech Signals using Voting Mechanism on Classified Frames
Adib Ashfaq A. Zamil, Sajib Hasan, Showmik MD. Jannatul Baki, Jawad MD. Adam, Isra Zaman
2019· article· en· 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
82
citations
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