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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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Color perception and design
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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.

affaffiliation
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

558 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.
558 works in the cohort · of 4,299,418page 11 of 12

Labels cover 0 of 558 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 558 of 558 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cast of Characters
2005· book-chapter· en· University of British Columbia Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Aspect-Based Model Of User Experience
Dhaval Vyas
2005· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Demonstrating PIXEE
Margaret E. Morris, Carl Marshall, Mira Calix, Murad Al Haj, James S. MacDougall, Douglas M. Carmean
2013· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Color Perception
Simon Grondin
2016· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The Artistic Past: Aesthetic Preferences
Penny Van Esterik
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Exploratory Design for Human Space
Ji Bao
2003· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
The Representation and Matching of Categorical Shape
Ali Shokoufandeh, Lars Bretzner, Diego Macrini, M. F. Demirci, Clas Jonsson, Sven Dickinson
2005· report· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Cross-cultural Product Design
Chen Zhang
2019· dissertation· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The Tao of Home
Elizabeth Farrell
2022· dissertation· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Red Facilitates Anger Perception Across Cultures
Lijing Guo, Hong‐Jin Sun, Taosheng Liu, Peiduo Liu, Weizhen Xie, Chaoxiong Ye
2025· article· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About