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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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Journal of Nonverbal Behavior
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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.

54 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.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 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
Recognizing Emotions in a Foreign Language
Marc D. Pell, Laura Monetta, Silke Paulmann, Sonja A. Kotz
2009· article· en· Journal of Nonverbal Behavior· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
346
citations
affno abstractunlabeled
Expressing Induced Emotions Through Free Dance Movement
Edith Van Dyck, Pieter‐Jan Maes, Jonathan A. Hargreaves, Micheline Lesaffre, Marc Leman
2013· article· en· Journal of Nonverbal Behavior· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
afffundno abstractunlabeled
People Automatically Extract Infants’ Sex from Faces
Konstantin O. Tskhay, Nicholas O. Rule
2016· article· en· Journal of Nonverbal Behavior· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affno abstractunlabeled
A Review of Automatic Lie Detection from Facial Features
Hugues Delmas, Vincent Denault, Judee K. Burgoon, Norah E. Dunbar
2024· review· en· Journal of Nonverbal Behavior· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
The Role of Vocal Affect in Persuasion: The CIVA Model
Thomas I. Vaughan‐Johnston, Joshua J. Guyer, Leandre R. Fabrigar, Charlie Shen
2021· article· en· Journal of Nonverbal Behavior· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Bias Contagion Across Racial Group Boundaries
Chanel Meyers, Amanda C de C Williams, Max Weisbuch, Kristin Pauker
2023· article· en· Journal of Nonverbal Behavior· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About