VENTFLUX2: Single Channel Seismics, Piston Coring, and CTD Casts Associated with Gas Hydrates Offshore Vancouver Island. Report of Cruise PG01-003 C.C.G. Vessel John P. Tully, 23 July-12 August 2001. Volume 1: Opeations
Bibliographic record
Abstract
Cruise PGC00-003 was a collaborative experiment between the University of Victoria, the Geological Survey of Canada, and the Naval Re- search Laboratory. The program focused on seafloor vents that may be sites of significant fluid and methane flux. There were six sites with different indicators of fluid flow selected for this cruise: (1) Bullseye vent: hydrate had been recovered in this region in four piston cores collected during the 2000 VentFlux cruise. (2) Cucumber Ridge: numerous tube worms and clams had been observed and collected during ROPOS dives in May 2001. (3) FishBoat site: in November 2OOO, a commercial trawler dragged up one to two tons of hydrate at this site in Barclay Canyon in water depth of 800 m; (4) ShallowPlume sites: apparent methane plumes were observed on the continental shelf edge in water depths of -200 m. The plumes were identified on 28 MHz sounder records. (5) Nootka Fault Zone: swath bathymetry collected in July 2001 found two mud volcanoes in the open ocean basin in water depths of 2600 m. (6) NorthernFault Zone: Located -5 km northwest of ODP Site 8889, this was detected as a northeast-southwest linear zone of seismic blazing on 1999 3D COAMS data. Sites 1 to 5 were targets for piston coring and water column sampling during daytime operations. Sites 2 to 6 were high resolution single channel seismic grids during nighttime operations.
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 | 0.001 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".