Bibliographic record
Abstract
The Bob Black Photographs are polaroid photographs showing the immediate aftermath of the July 1978 fire in Girard, Kansas which destroyed the former Haldeman-Julius Publishing Company building. Bob Black was born in 1943 in Nashville, Tennessee, to John and Mary (Collins) Black. Bob graduated from Ottawa High School (Kansas) in 1961 and went on to earn a Computer Science degree from Kansas State University in 1972. In 1972 he began his career at Missouri Pacific as a programmer analyst. Shortly after this, he moved to Pittsburg, Kansas to start the first ServiceMaster franchise in Pittsburg. He later formed Alternate Systems, initially a mail distribution service and later a cleaning company. He would go on to own and operate several other small businesses throughout the years. Bob married Judy McLain in 1969, and they had three children, Michelle, Tim and Belinda. Bob "Blue" was known for his vintage Harley motorcycles. He enjoyed traveling to blues festivals and motorcycle events. Bob served in the U.S. Marine Corp from 1964-1967, with 13 months of foreign service during the Vietnam War. He was decorated with multiple medals and badges. For years Bob lived in Carona, Kansas (Cherokee County) in the old historic Gay Parita Ballroom building, which had been renamed the Blue Parita. He passed away in 2021.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.586 | 0.339 |
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".