Bibliographic record
Abstract
The paper briefly presents the life and achievements of Gogu Constantinescu, a model of engineer, formed at the schools in Bucharest and Craiova, which has achieved, based on a mathematical-related formation, outstanding theoretical foundations of reinforced concrete construction and mechanical power transmission at distance by the oscillations which spreads in the medium (liquid, solid) because of their elasticity. 1.Gogu Constantinescu -Son Of CraiovaGogu (George) Constantinescu was born on 4 October 1881, in the "House Doctor" next to Michael Bravu Garden.His father was a mathematics professor, then a director of the School of Craiova, the current High school Carol I. His mother, Ana, with Alsatian origin, was a music lover and a perfectpianist.From both parents, he has inherited the talent for music, mathematics and engineering.His maternal grandfather was also an engineer.He attended the primary school Obedeanu.It is being said that during that period he has made a telephone for communications from the bedroom with his mother at the kitchen or in the yard.From 1892 he follows the High School in Craiova.In high school he has turned his room in a true laboratory for physical and chemical experiments.In this way he has created an electric lamp based on mercury, powered by batteries, and various motors.Due to the desire of helping his sister Maria to better handle mathematics, he has created a computer based on a mechanical system, which could make calculations up to 30 digits.It is being said that his father George, seeing that his son likes in particular physics, chemistry and mathematics, said: "Gogu, you
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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".