FrankCCCCC/qwen25_7b_base_hc_ssss_n32_r1_dpo_classified

---
pretty_name: "qwen25_7b_base_hc_ssss_n32_r1_dpo classified"
annotations_creators:
- machine-generated
task_categories:
- text-classification
task_ids:
- multi-class-classification
---

# qwen25_7b_base_hc_ssss_n32_r1_dpo classified

Source dataset: `HCY123902/qwen25_7b_base_hc_ssss_n32_r1_dpo`
OpenAI model: `gpt-5.4-mini`
Splits: `train`

This dataset adds two columns to each row:
- `class_id` (`int32`)
- `class_name` (`string`)

## Label Taxonomy

| class_id | class_name | description |
|---|---|---|
| `0` | Clinical Medicine & Diagnosis | Patient presentation, diagnosis, pathology, symptoms, imaging, case reports, and bedside clinical questions. |
| `1` | Biomedical Mechanisms & Genetics | Genes, proteins, receptors, signaling, cell biology, omics, biomarkers, and mechanistic biology. |
| `2` | Public Health & Epidemiology | Population health, prevalence, incidence, outbreaks, screening programs, infection control, and risk studies. |
| `3` | Therapeutics & Medical Interventions | Drugs, devices, procedures, clinical interventions, treatment strategy, and therapeutic comparisons. |
| `4` | Chemistry, Materials & Nanotechnology | Molecules, compounds, synthesis, materials, composites, polymers, and nanoparticle design. |
| `5` | Physics & Mathematical Theory | Mathematical physics, theoretical models, formal calculations, and abstract scientific theory. |
| `6` | Engineering, Computing & Control | Algorithms, software, modeling, automation, signal processing, hardware systems, and engineering design. |
| `7` | Environment, Earth, Agriculture & Ecology | Climate, environmental exposure, earth systems, agriculture, ecology, wildlife, and geoscience. |
| `8` | Social Policy, Economics & Humanities | Economics, law, regulation, history, policy, society, labor, markets, and humanities-oriented analysis. |
| `9` | Research Methods, Education & Scientific Communication | Study aims, research design, evaluation methods, educational contexts, and scientific communication tasks. |