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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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Sleep and Wakefulness Research
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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.

2,234 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.
2,234 works in the cohort · of 4,299,418page 7 of 45

Labels cover 1 of 2,234 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 2,234 of 2,234 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Sleep disturbance induced by substance P in mice
Mônica L. Andersen, D NASCIMENTO, Ricardo Borges Machado, Suely Roizenblatt, Harvey Moldofsky, Sérgio Tufik
2005· article· en· Behavioural Brain Research· Neuroscience
distilled prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Convergent Kilogram-Scale Synthesis of Dual Orexin Receptor Antagonist
Mélina Girardin, Stéphane G. Ouellet, Danny Gauvreau, Jeffrey C. Moore, G. Hughes, Paul N. Devine +2 more
2012· article· en· Organic Process Research & Development· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
79
citations
affunlabeled
Sleep and dreaming are for important matters
Lampros Perogamvros, Thien Thanh Dang‐Vu, Martin Desseilles, Sophie Schwartz
2013· article· en· Frontiers in Psychology· Neuroscience
distilled prediction:candidate · noneconsensus · none
78
citations
fundno affno abstractunlabeled
Inter-expert and intra-expert reliability in sleep spindle scoring
Sabrina Lyngbye Wendt, Peter Welinder, Helge B. D. Sørensen, Paul E. Peppard, Poul Jennum, Pietro Perona +2 more
2014· article· en· Clinical Neurophysiology· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
77
citations
affunlabeled
Detection of Rapid-Eye Movements in Sleep Studies
Rajeev Agarwal, Tomoka Takeuchi, Suzette M. LaRoche, Jean Gotman
2005· article· en· IEEE Transactions on Biomedical Engineering· Neuroscience
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
Sleep and epilepsy: A snapshot of knowledge and future research lines
Lino Nobili, Birgit Frauscher, Sofia Eriksson, Steve A. Gibbs, Péter Halász, Isabelle Lambert +6 more
2022· review· en· Journal of Sleep Research· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
74
citations

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