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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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AI in Service Interactions
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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.

638 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
638 works in the cohort · of 4,299,418page 1 of 13

Labels cover 0 of 638 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 638 of 638 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
What Makes a Good Conversation?
2019· preprint· en· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
443
citations
affunlabeled
AI-powered marketing: What, where, and how?
2024· article· en· International Journal of Information Management· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
386
citations
affunlabeled
Software Bots
2017· article· en· IEEE Software· Computer Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
158
citations
affunlabeled
The real risks of artificial intelligence
2017· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · sts+open_scienceconsensus · open_science
66
citations
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How this was built: Screen · Findings · About