Video Report: Recovery of the Casablanca Buoy – Oceanographic Observatory on the Northwestern Mediterranean Shelf (Ebro Delta)
Bibliographic record
Abstract
Video report of the operation to recover the mooring near Casablanca's offshore rig Timestamps indicating key events: 00:08 Deployment of the dinghy00:53 Inspection of the buoy from the dinghy01:20 Boarding of ICM-CSIC personnel after inspection02:04 Securing to the buoy from the dinghy02:47 Release of the mooring via acoustic signal03:33 Attachment of the aft crane hook to the buoy04:16 Lifting the buoy out of the water from the stern05:30 Placement of the buoy on deck05:55 Inspection of the buoy and surface cabling06:21 Release of the buoy with the mooring line07:32 Securing the mooring line07:48 Repositioning the buoy to starboard10:00 Retrieval of the mooring line10:13 Recovery of intermediate buoys11:00 Release of the buoys11:55 Deployment of the CTD13:11 Deployment of the ADCP and acoustic release13:48 Cleaning of the buoy and instrumentation
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.345 | 0.075 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".