3D Camera-based Generic Gesture Analysis for Video Game Interface.
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
Multiplication of poliomyelitis virus for vaccine production in 1955-1961 was realized in kidney cell culture from M. rhesus naturally infected with SV-40 simian virus. Hence, some lots of the vaccine were contaminated with this virus. It was found that SV-40 is oncogenic for laboratory rodents. Since 1963, in accordance with WHO recommendation, green monkey kidneys containing no SV-40 were used instead of M. rhesus kidneys. Overall vaccination of the population with poliomyelitis vaccine in 1955-1961 led to infection of many humans in Russia and many foreign countries with SV-40. The possibility of horizontal transmission of the virus was demonstrated. As a result, virus (its DNA sequences) was detected in individuals who were never vaccinated. Hundreds of reports, often contradictory, discuss this problem. Our study is based on the analyses of 460 blood specimens from subjects living in different regions of Russia (Krasnodar region, Moscow, Novosibirsk region, Krasnoyarsk territory). The percent of individuals infected with SV-40 varies from 16 to 49%.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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