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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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Design Thinking
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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.

49 results · 1 filter active ·
Results by year
20232024
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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.
49 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 49 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 49 of 49 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
AI and the Future of Creative Work
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Decision Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Prototyping with Generative AI
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Learning the Figma Interface
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Ethical Design in an AI-Driven World
Diana Olynick
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Uncanny by Nature
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Neuroscience
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Building Medium-Fidelity Prototypes
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Figma and the UX Process
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Use Cases
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Reprogram Your Learning Patterns
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ready Yourself to Learn from AI
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Creating UX Design Documentation
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reconcile Using Generative AI
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Transform Your Organization
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Relearn While Working
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Remember the Algorithms
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Design System Fundamentals
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Developer Handoff
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Build Your Teacher Bots
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building Stuff
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building Low-Fidelity Prototypes
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Microinteractions in Figma
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Interactivity Fundamentals
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Creative Companion
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building Blocks
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Continuously Learn with AI
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reinvent Reinforcement
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Art of the Prompt
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Design What You Need to Learn
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Dilemmas Interacting with Generative AI
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Disentangle the Hype
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Learn with Other Bots
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Master of Mashup
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Being Creative with Machines
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Adding Content to Figma Screens
Tom Green, Kevin Brandon
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Generative AI Form and Composition
Patrick Parra Pennefather
2023· book-chapter· en· Design Thinking· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Regenerating Learning
Patrick Parra Pennefather
2024· book· en· Design Thinking· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reenergize Doing
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Adapt with AI
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Regulate Your Own Learning
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reiterate Your Learning
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reassess with Gen AI
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reclaim Your Creative Content
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Prototype Learning
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Inconclusive Intelligence
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About