Bibliographic record
Abstract
Ironman Spirit, which came into being in the process of the foundation and construction of Daqing Oil Field, created many shocking miracles, gained great honor for our country and Daqing Oil Field. It is the general summary of the venerable thought and good virtue of Wang Jinxi, and also the spiritual outlook of oil workers in our country. Therefore, Ironman Spirit is not only the shadow of a time, but also the spiritual outlook of a nation and a country, which praises the Chinese spirit of endless struggle. This paper discusses function of Ironman Spirit in construction of Daqing Oil Field; Ironman Spirit keeps pace with the times; Ironman spirit develops with the times; lasting vitality of Ironman spirit etc. It points out Daqing is trying to transmit the power of Ironman Spirit and make it have a marvelous influence. Ironman Spirit is a power that can produce mass economical value, which comes from the inflexible pursuit for the national career of oil. Ironman Spirit has already become a brand of Daqing and a glorious flag which can achieve its immortal value. Ironman Spirit is the precious spiritual wealth, political capital and cultural resource of the communists and the people. Daqing and Ironman Spirit have a great influence on the construction of socialistic core value system in the new historical period and improve the socialistic economical construction which has leading effect on the new challenges in the new battle for science in the new historical condition.The reason why Ironman Spirit has been able to have such a lasting and strong vitality, charisma and influence, is that it has a rich cultural heritage and cultural roots.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".