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Record W4402448754 · doi:10.1386/jem_00120_1

Deep-sea sound system: Scientific listening, ocean heat, colonial power

2024· article· en· W4402448754 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Environmental Media · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicMarine animal studies overview
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsSound (geography)ColonialismActive listeningOceanographyPower (physics)HistoryEnvironmental scienceGeologySociologyCommunicationArchaeologyPhysics

Abstract

fetched live from OpenAlex

Since the 1970s, oceanographers have used underwater sound to measure ocean heat by means of a scientific technique called acoustic tomography (AT). This article historicizes AT, arguing that both the technique itself and the climatic knowledge it produces propagate colonial, military and capitalist pursuits that are to blame for oceanic warming in the first place. The argument plays out in four parts. Part one situates AT in relation to the discovery of the deep sound channel and Cold War acoustics research. Parts two and three analyse two pivotal AT experiments, namely the Heard Island Feasibility Test (1991) and the Acoustic Thermometry of Ocean Climate experiment (1996–2006). Both experiments were premised on scientific understandings of the deep ocean as ‘nearly transparent to low-frequency sound’, as one oceanographer put it. We term this simplified image of the depths oceanus nullius , after the nineteenth-century legal doctrine terra nullius , which has long been deployed by settler colonists to justify violently expropriating land. We propose instead that the deep ocean should be conceptualized as a loud and sonically dense space – an oceanus maximus – resonating not only with the sounds of ships’ propellers, air-guns and sonar pings, but also with the sonorous tones, clicks, buzzes, grunts and howls of manifold undersea creatures. The article concludes with a discussion of sound’s relation to ambiguity and violence in oceanographic knowledge production.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.223
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0060.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.220
Teacher spread0.211 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it