Analysis of the resistance of adhesively bonded joints with rigid-flexible substrates
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
Abstract Hydrogen, as an energy source, appears as a valid alternative to traditional fossil resources and supports the required reduction of CO 2 emissions. The most recent hyperbaric tanks built for hydrogen storage (type IV) are made of composite material. For the manufacturing of these tanks, an adhesive layer is being used to join the flexible internal polymeric core, the liner, with the external composite shell. This work aims to study the strength of the liner-composite joint using the Floating Roller Peel (FRP) test. To this purpose, finite element analyses of the peeling process are carried out using the cohesive model. In order to establish a framework for the investigation of the joint properties as a function of manufacturing parameters (e.g., adhesive type and surface preparation), this paper describes a potential procedure that can be used for the identification of joint properties.
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 | 0.002 |
| 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