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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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Fuzzy Logic and Control Systems
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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
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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.

637 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.
637 works in the cohort · of 4,299,418page 2 of 13

Labels cover 1 of 637 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 637 of 637 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Genetically Optimized Fuzzy Decision Trees
2005· letter· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
49
citations
affno abstractunlabeled
Fuzzy PID Control of a Five DOF Robot Arm
2004· article· en· Journal of Intelligent & Robotic Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
42
citations
afffundno abstractunlabeled
Fuzzy modelling through logic optimization
2006· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
HYBRID FUZZY POLYNOMIAL NEURAL NETWORKS
2002· article· en· International Journal of Uncertainty Fuzziness and Knowledge-Based Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
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How this was built: Screen · Findings · About