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Record W7106263528 · doi:10.46298/cst.13791

La cyclologistique est-elle toujours alternative ? Triporteurs et remorques dans le grand Lyon

2025· article· en· W7106263528 on OpenAlexaff

Bibliographic record

Venue˜Les œCahiers scientifiques du transport · 2025
Typearticle
Languageen
FieldEngineering
TopicUrban and Freight Transport Logistics
Canadian institutionsMinistère des Transports
Fundersnot available
KeywordsOrder (exchange)Work (physics)Context (archaeology)Urban planning

Abstract

fetched live from OpenAlex

This paper dwells on the recent transformations experienced by cycle logistics operators, who transport goods that are increasingly voluminous and invest in cargo bicycles that have higher and higher carrying capacity, such as cargo tricycles or big bicycle trailers. The discourse and practices of four cycle logistics operators in the urban area of Lyon in France are analysed in order to highlight the arguments used to present their activity as “alternative”. This study shows that the development of these new vehicles contributes to the understanding of cycle logistics as alternative by making it appear realistic and environmentally-friendly. However, it challenges specific professional sub-cultures historically associated with bicycle messengering. Cet article se penche sur les recompositions récentes traversées par les opérateurs de cyclologistique, qui prennent en charge des marchandises de plus en plus volumineuses et transforment leurs flottes de véhicules en investissant dans des vélos-cargos à grande capacité d’emport, tels que des vélos-triporteurs ou attelages avec remorque. À partir de l’étude des discours et des pratiques de quatre opérateurs de cyclologistique dans la métropole de Lyon, les arguments mobilisés pour présenter leur activité comme « alternative » sont analysés. Cette étude montre que le développement de ces nouveaux véhicules renforce l’aspect alternatif de la cyclologistique en lui donnant de la crédibilité et en confirmant sa pertinence écologique, mais remet également en question certaines sous-cultures professionnelles, historiquement associées aux coursiers à vélo.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.775
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.012
GPT teacher head0.219
Teacher spread0.207 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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