Seine: Le chemin de halage de Satrouville à La Frette (1774)
Bibliographic record
Abstract
Carte géoréférencée portant la date du 2 août 1774. Elle a pour visée d'informer de l'emplacement du chemin de halage sur une partie en aval de la Seine de Chatou à La Frette. Le chemin est lavé de rouge, ce qui signifie qu'il est construit en maçonnerie. La ligne et le sens de navigation sont figurés, ces éléments sont important dans l'action de halage qui se fait pour remonter la rivière. En effet sur certains passages, la navigation à la voile n'est pas envisageable et les bateaux doivent être tractés, soit par des hommes soit par des animaux. Service des Cartes et Plans des Archives Nationales. Cote AN F/14/10078/1/16. Numérisation en 2014. Géoréférencement en 2014 par Julie DAVODET. Mise en ligne en avril 2015. Métadonnées par Julie DAVODET et Juliette AUDET.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.023 | 0.031 |
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".