Trajectoires de décarbonation profonde du transport de marchandises en France
Bibliographic record
Abstract
Ce document constitue le « rapport descriptif » des scénarios de décarbonation profonde du transport de marchandises en France à l'horizon 2050. Il s'adresse aux différents acteurs de la société qui souhaiteraient découvrir deux histoires cohérentes des principales transformations (sociétales, organisationnelles, technologiques et politiques) menant à la décarbonation de ce secteur ainsi que leurs effets sur un ensemble de dimensions comme le nombre de tonnes transportées, la part du rail, les circulations des véhicules routiers, la demande d'énergie finale ou la place des différents vecteurs énergétiques. Il sera prochainement complété par un « rapport technique » détaillant les hypothèses sous-jacentes prises en compte.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".