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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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AI-based Problem Solving and Planning
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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
fundfunder
venuejournal
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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.

618 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.
618 works in the cohort · of 4,299,418page 4 of 13

Labels cover 1 of 618 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 618 of 618 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Preference-Based Planning via MaxSAT
2012· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Similarity
2008· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
afffundunlabeled
Optimally Relaxing Partial-Order Plans with MaxSAT
2012· article· en· Proceedings of the International Conference on Automated Planning and Scheduling· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
Computing Robust Plans in Continuous Domains
2009· article· en· Proceedings of the International Conference on Automated Planning and Scheduling· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Classical Planning in Deep Latent Space
2022· article· en· Journal of Artificial Intelligence Research· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
State-Set Search
2011· article· en· Annual Symposium on Combinatorial Search· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations

How this was built: Screen · Findings · About