Bibliographic record
Abstract
GEO. HANSEN LANDSCAPE ARCHITECT 2705 HEARST AVENUE, BERKELEY, CAL. ADVISORY ARCHITECT TO PARK COMMISSIONS,MUNICIPALITIES AND CHEMETRY ASSOCIATIONS Spt. 25th., 1902. My dear Sir, It is a pleasure for me to be able to [illegible] part of my promise this-week. For the [illegible] of your very kind order, please, show the indulging patience of which I feel assured. When a man lives in a hole, daylight is limited, and artificial light is a poor substitute. What I send today are the two remaining "Babv Roland Booklets" an already issued,(and two original booklets. Two booklets, now in print, as well as some more original "stories " will [illegible]in due time. I feel sure , "Ascent of Man" will appeal to you in its deepest significance. It is [illegible] of i meaning if rightly looked at, - " Lima Beans" is one of those cheery moments as they come to every home that God blesses with a child's smile.---The original ones are both good. " Easter " is issued in only very few copies, and this one to you goes with as much goodwill and friendship as the others did. Comment is unnecessary, except mentioning of the fact, that no "flower " wan blooming at the time except wild oats and Canada Thistle. One of the latter he choose for "Papa, schoene Blumen" and I call them " Easter Lily" ever since. -" His chance " is one of the cleverest and most remarable. He expressed the desire to take my picture ( he was 24 months old) , and I granted his wish, giving my camera to him and using a borrowed one. The rest is plain enough, and the substitution of the cat for papa most amusing. None of these picture "stories " occupied ten minutes in taking. I wish dearly that all of these booklets could go to you without any [03061]03O(* I
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.907 | 0.879 |
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".