University of Southern California vs Notre Dame, 1955
Bibliographic record
Abstract
49 images. University of Southern California vs Notre Dame, 26 November 1955. (Sleeve reads: SP 11670).; Caption slip reads: "Photographer: Al Arnone. Assignment: SC vs ND. 1st quarter -- Al 11: 1st SC TD. 2nd quarter -- Al 17: SC incomplete pass to 30 yd line. Al 18: SC incomplete pass in end zone. 3rd quarter -- Al: ND #5 make 1st down on 10 yd line".; Other caption slip reads: "Photographer: Bob McMillan. Date: 1955-11-26. Assignment: USC vs Notre Dame. 1st quarter: Film no. 3: No. 39 of USC for 1 yd gain tackle by no. 5 of Notre Dame".; Other caption slip reads: "Photographer: Miller. Date: 11-26. Assignment: SC -- ND. 1st quarter -- LM 1: Pass from 15 SC to 42 SC made 21 yds to ND 42 yd line. LM 2: 15 SC to 42 SC ran out of bound on 1 yd line. Next play TD. LM 3: Hornung makes 1st ND TD from 8 yd line. LM 4: 39 SC carrying ball to 19 yd line tackled by 5 ND. 2nd quarter -- LM 5: Roberts making 2nd SC TD from 14 yd line. LM 9: Pass from 15 SC to 81 SC made 17 yds to 39 yd line. LM 10: Pass from 15 SC to 42 SC made 7 yds. LM 11: NG. LM 12: Pass from 5 ND to 17 ND makes 2nd ND TD went 78 yds".; Other caption slip reads: "Photographer: Jensen. Assignment: USC vs Notre Dame. 1st quarter -- A-1: Arnett ret. kick. A-2: Arnett 2 yds. A-3: Arnett 1 yd. A-4: Pass to 34 SC 16 yd line. J-1: Roberts 21 yds. J-2: Roberts to 1 yd line for TD. J-3: Pass to 89 ND end zone. J-4: Notre Dame 1st TD. J-5: SC fake kick to 9 yd line. J-6: SC 3rd TD made by Arnett".; Other caption slip reads: "Photographer: Monte[verde]. Assignment: ND vs SC. 2nd quarter -- 46: #22 ND 5 yds on latteral. 45: Pass meant for SC 81, #17 ND knocks down 35 yd. Pass inc. 40: #5 ND intercepts pass meant for #25 SC on 40 yd line. 41: Pass meant for SC 81 #5 rn(?) on play in end zone 1/2 min. to play in half".
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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.576 | 0.210 |
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".