AVES-bio

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-17.)

AVES-bio has 40 facts recorded in Dontopedia across 1 reference, with 7 live disagreements.

40 facts·19 predicates·1 sources·7 in dispute

Mostly:has auc score on task(9), tp:verdict reason(6), rdf:type(3)

Inbound mentions (3)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`comparesPerformanceOf`Compares Performance of(2)

Model Comparisonex:model-comparison
Study Comparisonex:study-comparison

`comparesWith`Compares With(1)

Perch 2 0ex:perch-2-0

Other facts (39)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

39 facts

Predicate	Value	Ref
Has Auc Score on Task	0.88	[1]
Has Auc Score on Task	0.916	[1]
Has Auc Score on Task	0.825	[1]
Has Auc Score on Task	0.879	[1]
Has Auc Score on Task	0.965	[1]
Has Auc Score on Task	0.971	[1]
Has Auc Score on Task	0.893	[1]
Has Auc Score on Task	0.972	[1]
Has Auc Score on Task	0.979	[1]
Tp:verdict Reason	The claimed model property matches the parsed model-property table in the staged manuscript.	[1]
Tp:verdict Reason	The reported AUC value is present in Table 2, but it was not recomputed from audio, labels, embeddings, and the few-shot sampling protocol.	[1]
Tp:verdict Reason	The claim is source-grounded in the manuscript, but the artifact-availability requirement is blocked by missing exact code/model-card/data URLs.	[1]
Tp:verdict Reason	The claimed model property conflicts with the parsed model-property table in the staged manuscript.	[1]
Tp:verdict Reason	The manuscript states the visualization interpretation, but no embeddings or figure-generation data are available for quantitative verification.	[1]
Tp:verdict Reason	The claim is source-grounded, but the unit's executable recomputation requirement is blocked by missing experiment artifacts.	[1]
Rdf:type	Model	[1]
Rdf:type	Embedding Model	[1]
Rdf:type	Bioacoustics Model	[1]
Tp:simulation Verdict	reproduced	[1]
Tp:simulation Verdict	inconclusive	[1]
Tp:simulation Verdict	contradicted	[1]
Has Sample Rate	16000	[1]
Has Sample Rate	16	[1]
Has Embedding Dimension	589824	[1]
Has Embedding Dimension	768	[1]
Has Model Parameter Count	94.4M	[1]
Has Model Parameter Count	94.4	[1]
Has Window Size	Variable	[1]
Trained on Taxa	General Audio	[1]
Has Output Dimensions	768	[1]
Uses Mean Pooling	Sliding Window Output	[1]
Output Array Size Formula	((window size (s) * 49) - 1, 768)	[1]
Has Open Source Tools	Transfer Learning Tools	[1]
Compared With	Perch 2 0	[1]
Has Training Taxa	General Audio	[1]
Described in	Hagiwara 2023	[1]
Published by	Hagiwara 2023	[1]
Shows High Class Entanglement	true	[1]
Has Entanglement Issue With	Southern Resident Killer Whale	[1]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

40 undated

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typetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:Model

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labeltp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

AVES-bio

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hasSampleRatetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

16000

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hasWindowSizetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

Variable

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hasEmbeddingDimensiontp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

589824

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hasModelParameterCounttp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

94.4M

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trainedOnTaxatp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:general-audio

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typetp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:EmbeddingModel

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hasOutputDimensionstp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

768

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usesMeanPoolingtp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

ex:sliding-window-output

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outputArraySizeFormulatp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims

((window size (s) * 49) - 1, 768)

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