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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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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.

22 results · 1 filter active ·
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20242024
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
22 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 22 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 22 of 22 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Transformative Marketing with Machine Learning (ML)
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Transformative Marketing Using Blockchain
2024· book-chapter· en· Palgrave executive essentials· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Valuing Customer Engagement
2024· book· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
How Much Are Your Customers Worth?
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Customer Engagement Value
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Engaging with Customers in a Multi-dimensional World
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Customer Valuation Theory
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
When Brand Value Meets Customer Value
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Transformative Marketing with Metaverse
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
What’s the Word Out There?
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transformative Marketing with Robotics
2024· book-chapter· en· Palgrave executive essentials· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Brand: “What Do You Think of Me?”
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
We Need Your Help!
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Overview of Customer Engagement
2024· book-chapter· en· Palgrave executive essentials· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transformative Marketing Using Drones
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transformative Marketing Has Begun
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transformative Marketing: A Marketing 5.0 Perspective
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Putting It All Together
2024· book-chapter· en· Palgrave executive essentials· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Hey, Have You Heard About This?
2024· book-chapter· en· Palgrave executive essentials· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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