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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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Cognitive Abilities and Testing
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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.

830 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.
830 works in the cohort · of 4,299,418page 1 of 17

Labels cover 0 of 830 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 830 of 830 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
Executive Functions
Adele Diamond
2012· review· en· Annual Review of Psychology· Psychology
machine prediction:candidate · noneconsensus · none
12,234
citations
affunlabeled
The Issue Of Measurement Invariance Revisited
Barbara M. Byrne, David Watkins
2003· article· en· Journal of Cross-Cultural Psychology· Psychology
machine prediction:candidate · metaresearchconsensus · none
484
citations
affno abstractunlabeled
Fractionating Human Intelligence
Adam Hampshire, Roger Highfield, Beth Parkin, Adrian M. Owen
2012· article· en· Neuron· Psychology
machine prediction:candidate · noneconsensus · none
423
citations
afffundaboutunlabeled
A three-dimensional taxonomy of achievement emotions.
Reinhard Pekrun, Herbert W. Marsh, Andrew J. Elliot, Kristina Stockinger, Raymond P. Perry, Elisabeth Vogl +4 more
2022· article· en· Journal of Personality and Social Psychology· Psychology
machine prediction:candidate · noneconsensus · none
275
citations
affunlabeled
Neurocognitive development of relational reasoning
Eveline A. Crone, Carter Wendelken, Linda Van Leijenhorst, Ryan Honomichl, Kalina Christoff, Silvia A. Bunge
2008· article· en· Developmental Science· Psychology
machine prediction:candidate · noneconsensus · none
216
citations
affunlabeled
The heritability of attitudes: A study of twins.
James M. Olson, Julie Aitken Schermer, Kerry L. Jang
2001· article· en· Journal of Personality and Social Psychology· Psychology
machine prediction:candidate · noneconsensus · none
216
citations
affunlabeled
The neural basis of video gaming
Simone Kühn, Alexander Romanowski, Christina Schilling, Robert C. Lorenz, Chantal Mörsen, Tobias Banaschewski +18 more
2011· article· en· Translational Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
201
citations
afffundunlabeled
Memory Span on the Wechsler Scales
Nancy J. Wilde, Esther Strauss, David S. Tulsky
2004· article· en· Journal of Clinical and Experimental Neuropsychology· Psychology
machine prediction:candidate · noneconsensus · none
173
citations

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