JULIO - TIMESERIE #2 : Etude long terme de la variabilité du Courant Nord
Bibliographic record
Abstract
JULIO (Judicious Location for Intrusions Observations) mooring is located close to the 100 m-deep isobath (around 5.25°E and 43.13°N), offshore Marseille. With its bottom-moored (300kHz) ADCP, it enables measuring horizontal currents (every 4 m and every ½ h) through the water column, and among others, identifying periods of exchange between the Northern Current and the continental shelf. It is one crucial component in the study of the coastal-offshore gradient from Marseille to the MOOSE 42°N5°E station, and potential covariances with the MIO radar and other MIO or international observing systems, as well as with the SOMLIT site (including also an ADCP) in the bay of Marseille. Moreover, with a bottom CTD, it can detect environmental anomalies in classical hydrographic data, useful for oceanographers. As one of the rare station at the interface between the continental shelf and offshore, it will allow to observe the long-term evolution of the Northern Current in the context of climate change and anthropogenic pressure, and its potential varying impact on the Gulf of Lion. The data are of course also crucial for modellers. Moreover they show a great potential when supplementing other MOOSE data (glider and radar). Timeserie #2: - JULIO 2 - 17/09/2013 to 28/03/2014; JULIO (Judicious Location for Intrusions Observations) est situé à proximité de l'isobathe de 100 m de profondeur (environ 5,25°E et 43,13°N), au large de Marseille. Grâce à son ADCP (300 kHz), il permet de mesurer les courants horizontaux (tous les 4 m et toutes les ½ h) à travers la colonne d'eau et, entre autres, d'identifier les périodes d'échange entre le courant du Nord et le plateau continental. Il s'agit d'un élément crucial dans l'étude du gradient littoral-offshore de Marseille à la station MOOSE 42°N5°E, et des covariances potentielles avec le radar MIO et autres systèmes d'observation MIO ou internationaux, ainsi qu'avec le site SOMLIT (incluant également un ADCP) dans la baie de Marseille. De plus, avec un CTD de fond, il peut détecter les anomalies environnementales dans les données hydrographiques classiques, utiles aux océanographes. En tant qu'une des rares stations à l'interface entre le plateau continental et le large, elle permettra d'observer l'évolution à long terme du courant du Nord dans le contexte du changement climatique et de la pression anthropique, et son impact potentiel variable sur le Golfe du Lion. Les données sont bien sûr également cruciales pour les modélisateurs. De plus, ils présentent un grand potentiel en complément d'autres données MOOSE (planeur et radar). Série temporelle #2 : - JULIO 2 - 17/09/2013 to 28/03/2014;
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.
How this classification was reachedexpand
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.585 | 0.921 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".