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Record W6963969011 · doi:10.25549/examiner-c44-32540

Santa Monica tornado damage, 1952

2021· dataset· en· W6963969011 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Southern California Digital Library · 2021
Typedataset
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsTornadoGeorge (robot)StormQuarter (Canadian coin)CanyonBrick

Abstract

fetched live from OpenAlex

12 images. Santa Monica tornado damage, 16 March 1952. Paul Johnson (206-B Broadway, Santa Monica, inspects damage to his auto, one of three in a brick and wood garage in the rear of 1532 3rd Street); Mrs. P. M. Goodfriend (of 1532 3rd Street, Santa Monica); George Wilson -- 4 years (son of Mr. and Mrs. Jack Wilson, of 1543 3rd Street, Santa Monica).; Caption slip reads: "Photographer: Gaze. Date: 1952-03-16. Reporter: Gaze. Assignment: Santa Monica tornado damage. #29-30-42: Four-year-old George Wilson, son of Mr. and Mrs. Jack Wilson of 1543 Third Street, Santa Monica, plays with bricks from fireplace and chimney, knocked to ground by miniature tornado that damaged an area a quarter of a block wide and one and a half blocks long. #36-41: Huge plate glass window in new car showroom at 209 Colorado Avenue, first was smashed by tornado, scattered over 1952 model automobiles. #81-82: Paul Johnson of 206-B Broadway, Santa Monica, inspects damage to his automobile, one of three in a brick and wood garage in the rear of 1532 Third Street, which collapsed during height of storm in a wind that cut a 2 or 3 (see story to come) block path. #27-28: Mrs. P.M. Goodfriend of 1532 3rd Street, Santa Monica looks over damage to Johnson car. #38-39: Owners and passersby inspect damage to 3 automobiles. #31: A 'tiwster' that hit two separate sections of Santa Monica early Sunday scattered four boats in a boatyard at Lincoln and Olympic Boulevards. The 40-foot fishing boat at right was swept 30 feet from its cradle into a quonset hut by the wind. Three smaller boats, (left background) also were damaged. One builder was slightly injured".

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.304
Threshold uncertainty score0.628

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.1880.040

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.

Opus teacher head0.007
GPT teacher head0.168
Teacher spread0.160 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreDataset

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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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