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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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Aesthetic Perception and Analysis
Retraction
Abstract
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Label status

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
fundfunder
venuejournal
aboutaboutness

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

429 results · 1 filter active ·
Results by year
20012025
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Machine labels · sparse coverage
Evidence
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Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
429 works in the cohort · of 4,299,418page 4 of 9

Labels cover 2 of 429 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 429 of 429 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Perception in Practice
Dominic McIver Lopes, Madeleine Ransom
2022· article· en· Review of Philosophy and Psychology· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
AI-Generated Art
Marcel Danesi
2024· book-chapter· en· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
The Heaviest Metal
Michel‐Antoine Xhignesse
2024· article· en· Philosophia· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
On the Varieties of Abstract Objects
J. Davies
2019· article· en· Australasian Journal of Philosophy· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
States of cognitive potentiality in art-making
Liane Gabora, Nicole Carbert, Jasmine Schwartz, Apara Ranjan
2014· article· en· VUBIR (Vrije Universiteit Brussel)· Neuroscience
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Art and Artificial Intelligence
Bruce Campbell, Nick Hedley, Aaron Hertzmann
2024· article· en· IEEE Computer Graphics and Applications· Neuroscience
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Measures of angularity in digital images
Nicholas Watier
2024· article· en· Behavior Research Methods· Neuroscience
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Chiastic iconicity
Randy Allen Harris
2022· book-chapter· en· Iconicity in language and literature· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Artistic Style Meets Artificial Intelligence
Suk Kyoung Choi, Steve DiPaola, Hannu Töyrylä
2021· article· en· Journal of Perceptual Imaging· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affvenueunlabeled
Les sources du plaisir de l’art contemporain
Anne-Marie Émond, Lisandra Eick de Lima, Dominic Marin
2015· article· fr· Éducation et francophonie· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
The collideroscopic sensorium
David Howes
2023· article· en· Hau Journal of Ethnographic Theory· Neuroscience
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The Myth of the Aesthetic
James O. Young
2024· article· de· Erkenntnis· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
‘I am Nature’: Science and Jackson Pollock
2007· article· en· Digital Commons - Trinity University (Trinity University)· Neuroscience
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
affno abstractunlabeled
Artsheets for Art Datasets
R. Srinivasan, Emily Denton, Jordan Famularo, Negar Rostamzadeh, Fernando Díaz, Beth Coleman
2021· article· en· Neural Information Processing Systems· Neuroscience
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Nature, Disorder, and Tragedy
Roger Paden
2015· article· en· Environmental Philosophy· Neuroscience
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Are There “Aesthetic” Judgments?
David Sackris, Rasmus Rosenberg Larsen
2023· article· en· Erkenntnis· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Quantifying patterns in art and nature
Amanda Balmages, Lucille Schiffman, Adam Lyle, Elijah Lustig, Kavya Narendra-Babu, Tamira Elul
2021· article· en· Journal of Mathematics and the Arts· Neuroscience
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Flying-Gallop and Foreshortening: Winner Circle
John M. Kennedy, Stefano Mastandrea, Igor Juricevic, Marta Wnuczko
2019· article· en· Empirical Studies of the Arts· Neuroscience
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About