Passive Acoustic Measurement of Dive Vocal Behavior and Group Size of Blainville's Beaked Whale (Mesoplodon densirostris) in the Tongue of the Ocean (TOTO)
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Bibliographic record
Abstract
The vocal behavior of Blainville's beaked whale (Mesoplodon densirostris) was measured using the bottom-mounted hydrophones of the Atlantic Undersea Test and Evaluation Center (AUTEC) in the Bahamas.The statistics for the vocal durations and gaps within these vocal periods were measured over multiple deep foraging dives.The sizes of foraging groups of M. densirostris were estimated from the dive vocalization durations by applying click rate and detection ratio statistics derived from Woods Hole Oceanographic Institution (WHOI) Digital recording Tags (DTags) to visually verified data collected on the AUTe C range. s o m m a i r eLe comportement vocal de la baleine bec de Blainville (Mesoplodon densirostris) a t mesur l'aide d 'hydrophones installs sur le fond marin, au Centre d 'valuation et de tests sous-marins de l 'Atlantique (AUTEC, de l 'anglais Atlantic Undersea Test and Evaluation Center) des Bahamas.Les statistiques relatives la dure des signaux acoustiques et les priodes qui s'coulent entre les priodes de chant ont t mesures pour des plonges multiples en profondeur (en comportement de recherche de nourriture).La taille des groupes de M. densirostris en recherche de nourriture ont t estims d 'aprs la dure des priodes de chant en plonge, en appliquant le taux de clics et des statistiques sur le rapport de dtection drivs des enregistrements numriques du DTags de la
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it