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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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Photoreceptor and optogenetics 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.

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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.

1,054 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.
1,054 works in the cohort · of 4,299,418page 4 of 22

Labels cover 0 of 1,054 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 1,054 of 1,054 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Optogenetic approaches for functional mouse brain mapping
Diana H. Lim, Jeffrey LeDue, Majid H. Mohajerani, Matthieu P. Vanni, Timothy H. Murphy
2013· article· en· Frontiers in Neuroscience· Neuroscience
distilled prediction:candidate · noneconsensus · none
56
citations
afffundunlabeled
Sensory Perception in Bacterial Cyclic Diguanylate Signal Transduction
Trevor E. Randall, Kelly N. Eckartt, Sravya Kakumanu, Alexa Price‐Whelan, Lars E. P. Dietrich, Joe J. Harrison
2021· review· en· Journal of Bacteriology· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
56
citations
afffundunlabeled
Epidural optogenetics for controlled analgesia
Robert P. Bonin, Feng Wang, Mireille Desrochers-Couture, Alicja Ga ̧secka, Marie-Eve Boulanger, Daniel Côté +1 more
2016· article· en· Molecular Pain· Neuroscience
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Laser stimulation of single auditory nerve fibers
Philip D. Littlefield, Irena Vujanovic, Jagmeet Mundi, Agnella Izzo Matic, Claus‐Peter Richter
2010· article· en· The Laryngoscope· Neuroscience
distilled prediction:candidate · noneconsensus · none
52
citations
afffundunlabeled
Optogenetic Activation of A11 Region Increases Motor Activity
Kathrin Koblinger, Céline Jean-Xavier, Sandeep Sharma, Tamás Füzesi, Leanne Young, Shane E. A. Eaton +3 more
2018· article· en· Frontiers in Neural Circuits· Neuroscience
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Calcium waves
Lionel F. Jaffe
2008· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Neuroscience
distilled prediction:candidate · stsconsensus · sts
48
citations

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