成为更好的自己 <sup>1</sup> :中国科学类博物馆教育工作者专业成长愿景与路径研究
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
摘 要 博物馆教育工作者(MEs)对专业发展的愿景展现了一种对职业身份理想化的、且富有抱负的追求，即致力于成为更为卓越的博物馆教育专业人士。作为探究中国博物馆教育工作者自我认知大型项目的组成部分，本研究初步调查了23名中国科学类博物馆教育工作者对理想化的专业身份的认知及专业发展路径的愿景。基于可能自我理论(Possible Selves Theoretical Perspective)，本研究中的博物馆教育工作者阐释了五种期望的专业发展路径，分别是:跨部门沟通、外部交流、沉浸式正式培训、同伴支持和自我调节学习。这些路径主要源于他们对以往的博物馆工作经验的深刻反思与社会比较。他们对未来专业发展的愿景深受自身所生活和工作的社会政治文化背景影响。鉴于中国科学类博物馆教育工作者的专业化进程尚处于起步阶段，本研究有望为推动中国以及其他类似背景下的博物馆教育实践专业化提供 参考。
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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