Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
l'origine, le rickshaw est un tricycle propulsion humaine ou mcanique, destin au transport de personnes et de marchandises 1 . L'autorickshaw est la version motorise du pousse-pousse traditionnel. Tempo, Touk-touk, Trishaw, Rickshaw, Bajaj, Baby taxi dsignent, selon les modles, selon les pays, ce vhicule trois roues. Le tricycle moteur a t fabriqu grande chelle par Piaggio ds 1948. Depuis sa naissance officielle dans les ateliers de Pontedera, dans la rgion de Pise, le modle trois roues, l'Ape de l'industriel italien comporte une base de scooter Vespa : guidon et roue unique de direction l'avant ; un phare mont sur son carnage, une carrosserie portante en tle d'acier emboutie forme un chssis monocoque robuste ; un moteur deux temps, avec un diffrentiel intgr, propulse l'engin. Le rickshaw moteur peut tre dfini comme une innovation de produit, un driv de la Vespa mise sur le march en 1946 (Rapini 2008 : 72). Depuis, l'autorickshaw par sa robustesse et son adaptabilit, a connu diverses variations de longueur, de largeur, de hauteur, de technologie de propulsion, de confort et d'accessibilit. Il continue faire preuve d'une redoutable vitalit. Finalement, peu d'cosystmes urbains lui rsistent, et l o il circule son usage demeure irremplaable.
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.
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 it