University of Southern California and Texas, 1955
Bibliographic record
Abstract
24 images. University of Southern California and Texas, 30 September 1955. Sports. (Sleeve reads: SP 11670).; Caption slip reads: "Photographer: Al Arnone. Assignment: USC vs Texas. 1st quarter -- Al#1: Arnett makes 10 yds. 2nd quarter -- Al#11: N.G. Al#12: Texas incomplete pass in end zone. Al#9: USC 2nd TD. 3rd quarter -- Al#13: Texas 1st TD. 4th quarter -- Al#17: USC 3rd TD".; Other caption slip reads: "Photographer: Jensen. Date: 1955-09-30. Assignment: USC vs Texas, 1st quarter -- J-42: 40 SC 12 yd gain and 1st down. J-43: 24 Texas to 18 yd line. 2nd quarter -- J-46: 26 SC 9 yd gain. J-47: 26 SC made 1st down. J-50: 42 SC to Texas 9 yd line before 2nd TD. 3rd quarter -- J-62: 28 Texas pass to 24 fd SC 4 yd line before TD".; Other caption slip reads: "Photographer: Miller. Date: 11-26. Assignment: SC -- ND. 2nd quarter: LM6: SC fake field goal. Pass to Arnett makes 1st down on 9 yd line - st up TD. LM7: Arnett makes 3rd SC TD from 10 yd line. LM8: NG".; Other caption slip reads: "Photographer: Monte[verde]. Assignment: SC vs Texas. 1st quarter -- 13: 46 Texas tackled by 40 SC. Lost 4 yds on 42 yd line. 14: 26 SC makes 11 yds. Next play 1st down. 47: 26 SC tackled by 80 Texas on 34 yds. Penalty on play". 48: 12 SC tackled then fumble just after picture, recovered by SC on 21 yd line. 19: 26 SC tackled on 5 yd line by 44 Texas and 46. Next play 1st SC TD. 20: 46 Texas tackled on 33 yd line by entire SC squad. 21: 20 SC tackled by 40 Texas on 39 yd line just before 1st quarter gun. 2nd quarter -- 22: NG. 11: 11 Texas tackled by 12 SC on 14 yd line of SC. 12: 24 Texas pass in end zone almost intercepted by 26 SC. 29: 42 SC making 2nd SC TD. 3rd quarter -- 40: 1st Texas TD. 24 Texas tackled by 26 SC. 4th quarter -- 4: 21 Texas caught on their own 1 yd line. 63 SC & 54 made tackle. 18: 3rd SC TD by 40".; Supplementary material includes: "Probable starting lineup for University of Texas and Southern California. (For complete list, see original)".
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.527 | 0.216 |
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".