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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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Cognitive Science and Education Research
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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.

232 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.
232 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 232 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 232 of 232 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
A Brief Introduction to Perception
Qiong Ou
2017· article· en· Studies in literature and language· Neuroscience
distilled prediction:candidate · noneconsensus · none
235
citations
affno abstractunlabeled
Compositional inductive biases in function learning
Eric Schulz, Joshua B. Tenenbaum, David Duvenaud, Maarten Speekenbrink, Samuel J. Gershman
2017· article· en· Cognitive Psychology· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
97
citations
afffundno abstractunlabeled
Music and academic performance
Arnaud Cabanac, Leonid Perlovsky, Marie‐Claude Bonniot‐Cabanac, Michel Cabanac
2013· article· en· Behavioural Brain Research· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
affno abstractunlabeled
Web Intelligence: Research and Development
Ning Zhong, Yiju Yao, Jiming Liu, Setsuo Ohsuga
2001· book· en· Lecture notes in computer science· Neuroscience
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
84
citations
affno abstractunlabeled
Mozart effect, cognitive dissonance, and the pleasure of music
Leonid Perlovsky, Arnaud Cabanac, Marie‐Claude Bonniot‐Cabanac, Michel Cabanac
2013· preprint· en· Behavioural Brain Research· Neuroscience
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
46
citations
affno abstractunlabeled
Introduction to Speech Processing
Jacob Benesty, M. M. Sondhi, Yiteng Huang
2007· book-chapter· en· Springer handbooks· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
38
citations
fundno affunlabeled
Imagination: A Sine Qua Non of Science
Michael T. Stuart
2017· article· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · sts
34
citations
affunlabeled
Cognitive Risk Control for Physical Systems
S. Haykin, Joaquı́n M. Fuster, David M. Findlay
2017· article· en· IEEE Access· Neuroscience
distilled prediction:candidate · scholarly_communicationconsensus · none
25
citations
affunlabeled
Getting to know Pepper
Alessandra Rossi, Patrick Holthaus, Kerstin Dautenhahn, Kheng Lee Koay, Michael L. Walters
2018· article· en· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
affno abstractunlabeled
A structural model of emotions of cognitive dissonances
José F. Fontanari, Marie‐Claude Bonniot‐Cabanac, Michel Cabanac, Leonid Perlovsky
2012· article· en· Neural Networks· Neuroscience
distilled prediction:candidate · noneconsensus · none
24
citations
aboutno affunlabeled
Perspectives on Conceptual Change
David R. Kaufman, Stella Vosniadon, Andy diSessa, Paul Thagard
2000· article· en· eScholarship (California Digital Library)· Neuroscience
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
22
citations
affunlabeled
Instrumentalizing Cognitive Dissonance Emotions
Marie‐Claude Bonniot‐Cabanac, Michel Cabanac, José F. Fontanari, Leonid Perlovsky
2012· article· en· Psychology· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
venueno affunlabeled
Translation and Science
Sundar Sarukkai
2002· article· en· Meta Journal des traducteurs· Neuroscience
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
AI: A Semiotic Perspective
Stéphanie Walsh Matthews, Marcel Danesi
2019· article· en· Chinese Semiotic Studies· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
venueno affunlabeled
On the Recursion between Teaching and Learning
Guanglu Zhang
2012· article· en· Complicity An International Journal of Complexity and Education· Neuroscience
distilled prediction:candidate · noneconsensus · none
15
citations
afffundno abstractunlabeled
The emotional origins of music
Laurel J. Trainor
2010· review· en· Physics of Life Reviews· Neuroscience
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Emotion and reasoning.
Isabelle Blanchette, Serge Caparos, Bastien Trémolière
2014· book· en· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Keeping the Brain in Mind
Carl Bereiter
2000· article· en· Australian Journal of Education· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
The Ecology of Student Assessment
Charles F. Webber, Judy Lupart, Shelleyann Scott
2011· book-chapter· en· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Thesis and antithesis
Jon Baggaley
2012· article· en· Distance Education· Neuroscience
distilled prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Peircean anti-psychologism and learning theory
Cary Campbell, Alin Olteanu, Sebastian Feil
2021· article· en· Chinese Semiotic Studies· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
8
citations
affunlabeled
On the automaticity of visual statistical learning
Kevin Himberger, Amy S. Finn, Christopher J. Honey
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
7
citations
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