Study on Theory and Practice of Thinking Innovation Education
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 cognition was spread from creation-energetics to creation-dynamics and thinking innovation-dynamics by study on trinal-creation theory in the creation and thinking innovation. This article expounded the importance of bringing up person with ability, and had importance on development of human being society. Keywords: thinking innovation, thinking innovation education, creation-energetics, thinking innovation-thermodynamics, thinking innovation -dynamics Resume: Le present article applique la theorie de creation a la connaissance de la thermodynamique « trois innovations » et la dynamique de l’innovation ideologique. L’innovation ideologique revet une grande signification pour le developpement de la societe humaine. Mots-cles: innovation ideologique, education visant a trois innovations, thermodynamique de l’innovation ideologique, dynamique de l’innovation dynamique 摘要：本文通過對創造理論的研究，擴展到了對思維創新“三創”熱力學及思維創新動力學的認識，並加 以闡述。思維創新學對人類社會的發展具有深遠的影響。 關鍵詞：思維創新；“三創”教育；思維創新熱力學；思維創新動力學
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 | 0.013 | 0.041 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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