Bibliographic record
Abstract
The Société des Traversiers du Québec has decided to replace three ferry boats servicing two different liaisons. One ferry route is between Matane and Baie-Comeau or Godbout in the Gulf of St-Lawrence in Quebec. The other one is between Baie Ste-Catherine and Tadoussac on the Saguenay River. It is the first time in North America that ferries will be propelled by LNG. A new terminal will be built and five others need to be upgraded in order to accommodate these larger ships. The improvement work will be done on car ramps, pedestrian facilities, quays, and fender and mooring systems. Moreover, LNG installations are required and must be arranged while there is an absence of regulation about small scale LNG bunkering facilities. These two projects have multiple constraints and are currently carried out through thirteen contracts, which require a rigorous follow-up while allowing a constant optimization. The cost for the ships replacement is estimated at $400M, plus a cost of $75M for modifications for the shore facilities.
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 | 0.000 | 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 | 0.000 |
| 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 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".