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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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Echinoderm biology and ecology
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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.

422 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.
422 works in the cohort · of 4,299,418page 1 of 9

Labels cover 3 of 422 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 422 of 422 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The echinoderm adhesome
2006· article· en· Developmental Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
183
citations
venueno affunlabeled
10.1016/0967-0653(95)90956-y
2000· review· en· Time to knit· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
169
citations
affno abstractunlabeled
Echinoderm Immunity
2010· review· en· Advances in experimental medicine and biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
158
citations
affno abstractunlabeled
Chapter 1 Introduction
2009· review· en· Advances in marine biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
149
citations
affno abstractunlabeled
Widespread cloning in echinoderm larvae
2003· article· en· Nature· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Embryonic neurogenesis in echinoderms
2018· review· en· Wiley Interdisciplinary Reviews Developmental Biology· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
70
citations
affno abstractunlabeled
Culturing echinoderm larvae through metamorphosis
2018· review· en· Methods in cell biology· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
63
citations
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How this was built: Screen · Findings · About