Jabiru: Harnessing Java 3D Behaviors for Device and Display Portability
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
The aim of this paper is to use the Java 3D ConfiguredUniverse utilities to create a set of behaviors that we can integrate into existing Java 3D programs, as long as these programs use the ConfiguredUniverse. We call this behavior package Jabiru (Java 3D Application Behavior Immersive Virtual Reality Utilities). The Jabiru set of behaviors, accessible from a master menu, facilitates moving Java 3D applications originally created for desktop environments to immersive VR environments and vice versa. Jabiru also provides a six-degrees-of-freedom (6DOF) device emulator for a conventional mouse, meant to facilitate offsite testing of immersive VR behaviors on a desktop. The main focus of our work with a CAVE is in relation to bioinformatics, which has embraced Java and Java 3D as one of the choice programming environments. By creating this package, we help bring 3D graphics to both the bioinformatics community and the casual Java 3D developer or user. We discuss the design and implementation of Jabiru.
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