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Record W6889217197 · doi:10.25549/chs-m17459

View of Main Street looking north from the top of a building near 6th Street, Los Angeles, ca.1917

2012· dataset· en· W6889217197 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Southern California Digital Library · 2012
Typedataset
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsBannerTurkishParaphernaliaDowntownTrailerBedroomBrickYard

Abstract

fetched live from OpenAlex

Photograph of a view of Main Street looking north from the top of a building near 6th Street, Los Angeles, ca.1917. Hotel Rosslyn (center) towers above other buildings on the street. Several similar-sized buildings stand adjacent to the hotel. Rooftops of shorter buildings in the foreground are visible. The street is busy with pedestrian and vehicle traffic. Many early-model cars are parked along the street. Legible signs include: "Century", "[...] dollar", "Optic", "Montana Bar", "Burlesque", "Omar Theatre", "money to loan on anything, what have you?", "H. Rapha[...]", "Colyear's, furniture -- carpets -- stoves, storage, packing, shipping", "511, 504", "Hotel Leonide", "5th & Main Drug", "Canadian Office Bldg.", "San Fernando Office Bldg.", "Harper & Reynol majestic ranges", "Higgins building, absolutely fireproof", "Van Nuys hotel", "Schiffman dental office", "Hotel Rosslyn", "Title Insurance building", "store 46 x 69 feet, rent, inquire owners, [...]ros. -- Hotel Rosslyn", "red ruffled brick, common brick, hallow partition tile, from Los Angeles Brick Co., 503 Security building", "F.O. Engstrum, company contractors", "Isaias W. Hellman building, [...] Main St. -- 124 W. 4th St.", on a banner "James M. Murphy, register progressive", on a banner "vote for Vincent Morgan, candidate for district attorney, [...] Exchange bldg.", "Cedar Brook, bottled in bond", "Southern Cal. Wine Co.", "large silk pillow top for 25 coupons, Omar cigarettes, Turkish blend, 'the joy of life', 20 for 15¢", "Harry C. Bowers", "Klein -Norton Co., manufacturers, contributors, K[...]no[...], shirts, hosiery, underwear, overalls", "A.G. Gardner Piano House, Ltd.", "Coca-cola", "Western Wholesale Drug Co.", "Blake Mor[...], whol[esale], paper [...]".

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.570
Threshold uncertainty score0.614

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.5700.204

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 head0.009
GPT teacher head0.176
Teacher spread0.167 · 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.

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
Published2012
Admission routes1
Has abstractyes

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