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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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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 12 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.

aboutno affunlabeled
Speech Emotion Recognition Using Hybrid Deep Learning Models
K. Jyotiraditya Sai, N. Hari Vamsi, C. Eswara Reddy, D. Akash, Sd.Md. Jalaluddin Ansari, M. Mrudula
2025· article· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mobile Application for Stress Detection via MFCC Speech-Features
M. T. Mohd Faiz, Ani Liza Asnawi, Ahmad Zamani Jusoh, Siti Noorjannah Ibrahim, Huda Adibah Mohd Ramli, Nor Fadhillah Mohamed Azmin
2025· article· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Max-dependence regression
Pouria Fewzee, Ali-Akbar Samadani, Dana Kulić, Fakhri Karray
2014· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
stanhope and lancaster public health nursing pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Spectral emotion profile
Pouria Fewzee, Fakhri Karray
2015· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Multimodal affect assessment in aviation training
2020· dissertation· en· eScholarship@McGill (McGill)· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Vivência em cena : teatro em uma perspectiva de Saúde Mental
2021· other· pt· Lume (Universidade Federal do Rio Grande do Sul)· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
Speech based Emotion Recognition using CNN Classifier
B. Sandeep, R. Sivaranjani, Rahul Mourya, J. Sai Vinay, Y. Vineela
2021· article· en· International journal of advance research, ideas and innovations in technology· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About