Burton & Co., Southern California, 1925
Bibliographic record
Abstract
28 photographs of homes and street corners, Burton & Co., Southern California, 1925. "Client: Burton & Co.; 1- 850-S[outh] Vancouver; 2- 832-S[outh] Masselin; 3- 900 S[outh]-Masselin; 4- 902 S[outh]-Vancouver; 5- 840 S[outh]-Tremaine; 6- 153 N[orth]-Lucerne; Job: 10-29-43A; Year: 1925" -- on envelope 1. "Client: Burton & Co.; 7- 534-Poinsttia [sic] Pl[ace]; 8- 658-So[uth] Highland Ave[nue]; 9- 912-Martel; 10- 6621-Emmett [sic] Terrace; 11- 2427 Hollyridge Dr[ive]; 12- 947-No[rth] Orlando; 13- 526-No[rth] Las Palmas; 14- 5500-Red Oak Dr[ive] (See-4-2-9); Job: 10-29-43B; Year: 1925" -- on envelope 2. "Client: Burton & Co.; 14- 257-So[uth] Las Palmas; 15- 1609-Virginia Road; 16- 420-So[uth] Berendo; 17- 359 So[uth] Orange Dr[ive]; 18- 823 [829]-Tremaine Dr[ive]; 19- 829 [823]-Tremaine Dr[ive]; Job: 10-29-43C; Year: 1925" -- on envelope 3. "Burton & Co.; 20- 833 So[uth] Windsor; 21- 819 5th Ave[nue]; 22- 809 So[uth] Mullen; Job: 10-29-43D; Year: 1925" -- on envelope 4. "Burton Co.; 23- 931 So[uth] Grammercy; 24- S[outh] E[ast] Corner 3rd & Catalina; 25- S[outh] E[ast] Corner Wilshire & La Brea; 26- 102 So[uth] Norton; 27- 1650 Victoria Ave[nue]; 28- 435 So[uth] Rossmore; 29- 6447 - 5th St[reet]; 31- 1175 Victoria Dr[ive]; 32- N[orth]W[est] - 10th & Norton; 33- N[orth]W[est] - Washington; Job: 10-29-43; Year: 1925" -- on envelope 5.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.514 | 0.145 |
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".